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ORCIDBibTeX records: Bernhard Kainz
@inproceedings{DBLP:conf/aaai/DombrowskiRMBK24,
author = {Mischa Dombrowski and
Hadrien Reynaud and
Johanna P. M{\"{u}}ller and
Matthew Baugh and
Bernhard Kainz},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {21037--21045},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30095},
doi = {10.1609/AAAI.V38I19.30095},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DombrowskiRMBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/StegmaierMSDCDD24,
author = {Marietta Stegmaier and
Johanna P. M{\"{u}}ller and
Christian Schr{\"{o}}der and
Thomas G. Day and
Michela Cuomo and
Oliver Dewald and
Sven Dittrich and
Bernhard Kainz},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital
Single Ventricle Defects},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {255--260},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_70},
doi = {10.1007/978-3-658-44037-4\_70},
timestamp = {Mon, 26 Feb 2024 10:39:04 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/StegmaierMSDCDD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01201,
author = {Lorenzo Venturini and
Samuel Budd and
Alfonso Farruggia and
Robert Wright and
Jacqueline Matthew and
Thomas G. Day and
Bernhard Kainz and
Reza Razavi and
Joseph V. Hajnal},
title = {Whole-examination {AI} estimation of fetal biometrics from 20-week
ultrasound scans},
journal = {CoRR},
volume = {abs/2401.01201},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01201},
doi = {10.48550/ARXIV.2401.01201},
eprinttype = {arXiv},
eprint = {2401.01201},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11641,
author = {Foivos Paraperas Papantoniou and
Alexandros Lattas and
Stylianos Moschoglou and
Jiankang Deng and
Bernhard Kainz and
Stefanos Zafeiriou},
title = {Arc2Face: {A} Foundation Model of Human Faces},
journal = {CoRR},
volume = {abs/2403.11641},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11641},
doi = {10.48550/ARXIV.2403.11641},
eprinttype = {arXiv},
eprint = {2403.11641},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14429,
author = {Mathias {\"{O}}ttl and
Frauke Wilm and
Jana Steenpass and
Jingna Qiu and
Matthias R{\"{u}}bner and
Arndt Hartmann and
Matthias W. Beckmann and
Peter A. Fasching and
Andreas K. Maier and
Ramona Erber and
Bernhard Kainz and
Katharina Breininger},
title = {Style-Extracting Diffusion Models for Semi-Supervised Histopathology
Segmentation},
journal = {CoRR},
volume = {abs/2403.14429},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14429},
doi = {10.48550/ARXIV.2403.14429},
eprinttype = {arXiv},
eprint = {2403.14429},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-16776,
author = {Sophie Starck and
Vasiliki Sideri{-}Lampretsa and
Bernhard Kainz and
Martin J. Menten and
Tamara T. Mueller and
Daniel Rueckert},
title = {Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases},
journal = {CoRR},
volume = {abs/2403.16776},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.16776},
doi = {10.48550/ARXIV.2403.16776},
eprinttype = {arXiv},
eprint = {2403.16776},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-16776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/HinterreiterHKS23,
author = {Andreas P. Hinterreiter and
Christina Humer and
Bernhard Kainz and
Marc Streit},
title = {ParaDime: {A} Framework for Parametric Dimensionality Reduction},
journal = {Comput. Graph. Forum},
volume = {42},
number = {3},
pages = {337--348},
year = {2023},
url = {https://doi.org/10.1111/cgf.14834},
doi = {10.1111/CGF.14834},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/HinterreiterHKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ZimmerGSWWDGLMK23,
author = {Veronika A. Zimmer and
Alberto G{\'{o}}mez and
Emily Skelton and
Robert Wright and
Gavin Wheeler and
Shujie Deng and
Nooshin Ghavami and
Karen Lloyd and
Jacqueline Matthew and
Bernhard Kainz and
Daniel Rueckert and
Joseph V. Hajnal and
Julia A. Schnabel},
title = {Placenta segmentation in ultrasound imaging: Addressing sources of
uncertainty and limited field-of-view},
journal = {Medical Image Anal.},
volume = {83},
pages = {102639},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102639},
doi = {10.1016/J.MEDIA.2022.102639},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/ZimmerGSWWDGLMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WrightGZTKMSKRHS23,
author = {Robert Wright and
Alberto G{\'{o}}mez and
Veronika A. Zimmer and
Nicolas Toussaint and
Bishesh Khanal and
Jacqueline Matthew and
Emily Skelton and
Bernhard Kainz and
Daniel Rueckert and
Joseph V. Hajnal and
Julia A. Schnabel},
title = {Fast fetal head compounding from multi-view 3D ultrasound},
journal = {Medical Image Anal.},
volume = {89},
pages = {102793},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102793},
doi = {10.1016/J.MEDIA.2023.102793},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/WrightGZTKMSKRHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VlontzosKG23,
author = {Athanasios Vlontzos and
Bernhard Kainz and
Ciar{\'{a}}n M. Gilligan{-}Lee},
title = {Estimating categorical counterfactuals via deep twin networks},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {2},
pages = {159--168},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00611-x},
doi = {10.1038/S42256-023-00611-X},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/VlontzosKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DaySRK23,
author = {Thomas G. Day and
John M. Simpson and
Reza Razavi and
Bernhard Kainz},
title = {Improving image labelling quality},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {4},
pages = {335--336},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00645-1},
doi = {10.1038/S42256-023-00645-1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/DaySRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/SarapataDMOBKO23,
author = {Grzegorz Sarapata and
Yuriy Dushin and
Gareth Morinan and
Joshua Ong and
Sanjay Budhdeo and
Bernhard Kainz and
Jonathan O'Keeffe},
title = {Video-Based Activity Recognition for Automated Motor Assessment of
Parkinson's Disease},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {10},
pages = {5032--5041},
year = {2023},
url = {https://doi.org/10.1109/JBHI.2023.3298530},
doi = {10.1109/JBHI.2023.3298530},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/SarapataDMOBKO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MaLRKRA23,
author = {Qiang Ma and
Liu Li and
Emma C. Robinson and
Bernhard Kainz and
Daniel Rueckert and
Amir Alansary},
title = {CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {2},
pages = {430--443},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3206221},
doi = {10.1109/TMI.2022.3206221},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MaLRKRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/Kainz23,
author = {Bernhard Kainz},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Keynote: Beyond Supervised Learning - Exploring Novel Machine Learning
Approaches for Robust Medical Image Analysis},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {1},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_1},
doi = {10.1007/978-3-658-41657-7\_1},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/Kainz23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/JehnMK23,
author = {Constantin Jehn and
Johanna P. M{\"{u}}ller and
Bernhard Kainz},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Learnable Slice-to-volume Reconstruction for Motion Compensation in
Fetal Magnetic Resonance Imaging},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {25--31},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_10},
doi = {10.1007/978-3-658-41657-7\_10},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/JehnMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/ZimmererFIJAPKR23,
author = {David Zimmerer and
Peter M. Full and
Fabian Isensee and
Paul J{\"{a}}ger and
Tim Adler and
Jens Petersen and
Gregor K{\"{o}}hler and
Tobias Ro{\ss} and
Annika Reinke and
Antanas Kascenas and
Bj{\o}rn Sand Jensen and
Alison Q. O'Neil and
Jeremy Tan and
Benjamin Hou and
James Batten and
Huaqi Qiu and
Bernhard Kainz and
Nina Shvetsova and
Irina Fedulova and
Dmitry V. Dylov and
Baolun Yu and
Jianyang Zhai and
Jingtao Hu and
Runxuan Si and
Sihang Zhou and
Siqi Wang and
Xinyang Li and
Xuerun Chen and
Yang Zhao and
Sergio {Naval Marimont} and
Giacomo Tarroni and
Victor Saase and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: {MOOD} 2020 - {A} Public Benchmark for Out-of-distribution
Detection and Localization on Medical Images},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {312},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_67},
doi = {10.1007/978-3-658-41657-7\_67},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/ZimmererFIJAPKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/DombrowskiRBK23,
author = {Mischa Dombrowski and
Hadrien Reynaud and
Matthew Baugh and
Bernhard Kainz},
title = {Foreground-Background Separation through Concept Distillation from
Generative Image Foundation Models},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {988--998},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00097},
doi = {10.1109/ICCV51070.2023.00097},
timestamp = {Fri, 19 Jan 2024 17:50:41 +0100},
biburl = {https://dblp.org/rec/conf/iccv/DombrowskiRBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShkembiMLBSK23,
author = {Glejdis Shk{\"{e}}mbi and
Johanna P. M{\"{u}}ller and
Zhe Li and
Katharina Breininger and
Peter J. Sch{\"{u}}ffler and
Bernhard Kainz},
editor = {Binod Bhattarai and
Sharib Ali and
Anita Rau and
Anh Nguyen and
Ana I. L. Namburete and
Razvan Caramalau and
Danail Stoyanov},
title = {Whole Slide Multiple Instance Learning for Predicting Axillary Lymph
Node Metastasis},
booktitle = {Data Engineering in Medical Imaging - First {MICCAI} Workshop, {DEMI}
2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada,
October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14314},
pages = {11--20},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44992-5\_2},
doi = {10.1007/978-3-031-44992-5\_2},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ShkembiMLBSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CechnickaBRARK23,
author = {Sarah Cechnicka and
James Ball and
Hadrien Reynaud and
Callum Arthurs and
Candice Roufosse and
Bernhard Kainz},
editor = {Lisa M. Koch and
M. Jorge Cardoso and
Enzo Ferrante and
Konstantinos Kamnitsas and
Mobarakol Islam and
Meirui Jiang and
Nicola Rieke and
Sotirios A. Tsaftaris and
Dong Yang},
title = {Realistic Data Enrichment for Robust Image Segmentation in Histopathology},
booktitle = {Domain Adaptation and Representation Transfer - 5th {MICCAI} Workshop,
{DART} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14293},
pages = {63--72},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45857-6\_7},
doi = {10.1007/978-3-031-45857-6\_7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/CechnickaBRARK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiMOLMZQKHRK23,
author = {Liu Li and
Qiang Ma and
Cheng Ouyang and
Zeju Li and
Qingjie Meng and
Weitong Zhang and
Mengyun Qiao and
Vanessa Kyriakopoulou and
Joseph V. Hajnal and
Daniel Rueckert and
Bernhard Kainz},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Robust Segmentation via Topology Violation Detection and Feature Synthesis},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14223},
pages = {67--77},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43901-8\_7},
doi = {10.1007/978-3-031-43901-8\_7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiMOLMZQKHRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhangBMBSLPBKK23,
author = {Weitong Zhang and
Berke Doga Basaran and
Qingjie Meng and
Matthew Baugh and
Jonathan K. Stelter and
Phillip Lung and
Uday Patel and
Wenjia Bai and
Dimitrios C. Karampinos and
Bernhard Kainz},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D
Abdominal {MRI}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {14229},
pages = {121--131},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43999-5\_12},
doi = {10.1007/978-3-031-43999-5\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ZhangBMBSLPBKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ReynaudQDDRGLK23,
author = {Hadrien Reynaud and
Mengyun Qiao and
Mischa Dombrowski and
Thomas G. Day and
Reza Razavi and
Alberto G{\'{o}}mez and
Paul Leeson and
Bernhard Kainz},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram
Synthesis},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {14229},
pages = {142--152},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43999-5\_14},
doi = {10.1007/978-3-031-43999-5\_14},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ReynaudQDDRGLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaughTMDBK23,
author = {Matthew Baugh and
Jeremy Tan and
Johanna P. M{\"{u}}ller and
Mischa Dombrowski and
James Batten and
Bernhard Kainz},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Many Tasks Make Light Work: Learning to Localise Medical Anomalies
from Multiple Synthetic Tasks},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14220},
pages = {162--172},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43907-0\_16},
doi = {10.1007/978-3-031-43907-0\_16},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BaughTMDBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MullerBTDK23,
author = {Johanna P. M{\"{u}}ller and
Matthew Baugh and
Jeremy Tan and
Mischa Dombrowski and
Bernhard Kainz},
editor = {Carole H. Sudre and
Christian F. Baumgartner and
Adrian V. Dalca and
Raghav Mehta and
Chen Qin and
William M. Wells},
title = {Confidence-Aware and Self-supervised Image Anomaly Localisation},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
- 5th International Workshop, {UNSURE} 2023, Held in Conjunction with
{MICCAI} 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14291},
pages = {177--187},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44336-7\_18},
doi = {10.1007/978-3-031-44336-7\_18},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MullerBTDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MaLKHRKR23,
author = {Qiang Ma and
Liu Li and
Vanessa Kyriakopoulou and
Joseph V. Hajnal and
Emma C. Robinson and
Bernhard Kainz and
Daniel Rueckert},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Conditional Temporal Attention Networks for Neonatal Cortical Surface
Reconstruction},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14223},
pages = {312--322},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43901-8\_30},
doi = {10.1007/978-3-031-43901-8\_30},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MaLKHRKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2023asmus,
editor = {Bernhard Kainz and
J. Alison Noble and
Julia A. Schnabel and
Bishesh Khanal and
Johanna P. M{\"{u}}ller and
Thomas G. Day},
title = {Simplifying Medical Ultrasound - 4th International Workshop, {ASMUS}
2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada,
October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14337},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44521-7},
doi = {10.1007/978-3-031-44521-7},
isbn = {978-3-031-44520-0},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2023asmus.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01790,
author = {Annika Reinke and
Minu Tizabi and
Michael Baumgartner and
Matthias Eisenmann and
Doreen Heckmann{-}N{\"{o}}tzel and
A. Emre Kavur and
Tim R{\"{a}}dsch and
Carole H. Sudre and
Laura Aci{\'{o}}n and
Michela Antonelli and
Tal Arbel and
Spyridon Bakas and
Arriel Benis and
Matthew B. Blaschko and
Florian B{\"{u}}ttner and
M. Jorge Cardoso and
Veronika Cheplygina and
Jianxu Chen and
Evangelia Christodoulou and
Beth A. Cimini and
Gary S. Collins and
Keyvan Farahani and
Luciana Ferrer and
Adrian Galdran and
Bram van Ginneken and
Ben Glocker and
Patrick Godau and
Robert Haase and
Daniel A. Hashimoto and
Michael M. Hoffman and
Merel Huisman and
Fabian Isensee and
Pierre Jannin and
Charles E. Kahn and
Dagmar Kainmueller and
Bernhard Kainz and
Alexandros Karargyris and
Alan Karthikesalingam and
Hannes Kenngott and
Jens Kleesiek and
Florian Kofler and
Thijs Kooi and
Annette Kopp{-}Schneider and
Michal Kozubek and
Anna Kreshuk and
Tahsin M. Kur{\c{c}} and
Bennett A. Landman and
Geert Litjens and
Amin Madani and
Klaus H. Maier{-}Hein and
Anne L. Martel and
Peter Mattson and
Erik Meijering and
Bjoern H. Menze and
Karel G. M. Moons and
Henning M{\"{u}}ller and
Brennan Nichyporuk and
Felix Nickel and
Jens Petersen and
Susanne M. Rafelski and
Nasir M. Rajpoot and
Mauricio Reyes and
Michael A. Riegler and
Nicola Rieke and
Julio Saez{-}Rodriguez and
Clara I. S{\'{a}}nchez and
Shravya Shetty and
Maarten van Smeden and
Ronald M. Summers and
Abdel A. Taha and
Aleksei Tiulpin and
Sotirios A. Tsaftaris and
Ben Van Calster and
Ga{\"{e}}l Varoquaux and
Manuel Wiesenfarth and
Ziv R. Yaniv and
Paul F. J{\"{a}}ger and
Lena Maier{-}Hein},
title = {Understanding metric-related pitfalls in image analysis validation},
journal = {CoRR},
volume = {abs/2302.01790},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01790},
doi = {10.48550/ARXIV.2302.01790},
eprinttype = {arXiv},
eprint = {2302.01790},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12644,
author = {Hadrien Reynaud and
Mengyun Qiao and
Mischa Dombrowski and
Thomas G. Day and
Reza Razavi and
Alberto G{\'{o}}mez and
Paul Leeson and
Bernhard Kainz},
title = {Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram
Synthesis},
journal = {CoRR},
volume = {abs/2303.12644},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12644},
doi = {10.48550/ARXIV.2303.12644},
eprinttype = {arXiv},
eprint = {2303.12644},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13227,
author = {Johanna P. M{\"{u}}ller and
Matthew Baugh and
Jeremy Tan and
Mischa Dombrowski and
Bernhard Kainz},
title = {Confidence-Aware and Self-Supervised Image Anomaly Localisation},
journal = {CoRR},
volume = {abs/2303.13227},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13227},
doi = {10.48550/ARXIV.2303.13227},
eprinttype = {arXiv},
eprint = {2303.13227},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17908,
author = {Mischa Dombrowski and
Hadrien Reynaud and
Johanna P. M{\"{u}}ller and
Matthew Baugh and
Bernhard Kainz},
title = {Pay Attention: Accuracy Versus Interpretability Trade-off in Fine-tuned
Diffusion Models},
journal = {CoRR},
volume = {abs/2303.17908},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17908},
doi = {10.48550/ARXIV.2303.17908},
eprinttype = {arXiv},
eprint = {2303.17908},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09534,
author = {Sarah Cechnicka and
James Ball and
Callum Arthurs and
Candice Roufosse and
Bernhard Kainz},
title = {Realistic Data Enrichment for Robust Image Segmentation in Histopathology},
journal = {CoRR},
volume = {abs/2304.09534},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09534},
doi = {10.48550/ARXIV.2304.09534},
eprinttype = {arXiv},
eprint = {2304.09534},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01363,
author = {Mischa Dombrowski and
Bernhard Kainz},
title = {Quantifying Sample Anonymity in Score-Based Generative Models with
Adversarial Fingerprinting},
journal = {CoRR},
volume = {abs/2306.01363},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01363},
doi = {10.48550/ARXIV.2306.01363},
eprinttype = {arXiv},
eprint = {2306.01363},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09269,
author = {Matthew Baugh and
James Batten and
Johanna P. M{\"{u}}ller and
Bernhard Kainz},
title = {Zero-Shot Anomaly Detection with Pre-trained Segmentation Models},
journal = {CoRR},
volume = {abs/2306.09269},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09269},
doi = {10.48550/ARXIV.2306.09269},
eprinttype = {arXiv},
eprint = {2306.09269},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00899,
author = {Matthew Baugh and
Jeremy Tan and
Johanna P. M{\"{u}}ller and
Mischa Dombrowski and
James Batten and
Bernhard Kainz},
title = {Many tasks make light work: Learning to localise medical anomalies
from multiple synthetic tasks},
journal = {CoRR},
volume = {abs/2307.00899},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00899},
doi = {10.48550/ARXIV.2307.00899},
eprinttype = {arXiv},
eprint = {2307.00899},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09026,
author = {Berke Doga Basaran and
Weitong Zhang and
Mengyun Qiao and
Bernhard Kainz and
Paul M. Matthews and
Wenjia Bai},
title = {LesionMix: {A} Lesion-Level Data Augmentation Method for Medical Image
Segmentation},
journal = {CoRR},
volume = {abs/2308.09026},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09026},
doi = {10.48550/ARXIV.2308.09026},
eprinttype = {arXiv},
eprint = {2308.09026},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05090,
author = {Sudarshan Sreeram and
Bernhard Kainz},
title = {Sculpting Efficiency: Pruning Medical Imaging Models for On-Device
Inference},
journal = {CoRR},
volume = {abs/2309.05090},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.05090},
doi = {10.48550/ARXIV.2309.05090},
eprinttype = {arXiv},
eprint = {2309.05090},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-05090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04187,
author = {Glejdis Shk{\"{e}}mbi and
Johanna P. M{\"{u}}ller and
Zhe Li and
Katharina Breininger and
Peter J. Sch{\"{u}}ffler and
Bernhard Kainz},
title = {Whole Slide Multiple Instance Learning for Predicting Axillary Lymph
Node Metastasis},
journal = {CoRR},
volume = {abs/2310.04187},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04187},
doi = {10.48550/ARXIV.2310.04187},
eprinttype = {arXiv},
eprint = {2310.04187},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01567,
author = {Hadrien Reynaud and
Bernhard Kainz},
title = {Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram
Generation},
journal = {CoRR},
volume = {abs/2311.01567},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01567},
doi = {10.48550/ARXIV.2311.01567},
eprinttype = {arXiv},
eprint = {2311.01567},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15453,
author = {Sergio {Naval Marimont} and
Matthew Baugh and
Vasilis Siomos and
Christos Tzelepis and
Bernhard Kainz and
Giacomo Tarroni},
title = {{DISYRE:} Diffusion-Inspired SYnthetic REstoration for Unsupervised
Anomaly Detection},
journal = {CoRR},
volume = {abs/2311.15453},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15453},
doi = {10.48550/ARXIV.2311.15453},
eprinttype = {arXiv},
eprint = {2311.15453},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18645,
author = {Franciskus Xaverius Erick and
Mina Rezaei and
Johanna Paula M{\"{u}}ller and
Bernhard Kainz},
title = {Stochastic Vision Transformers with Wasserstein Distance-Aware Attention},
journal = {CoRR},
volume = {abs/2311.18645},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18645},
doi = {10.48550/ARXIV.2311.18645},
eprinttype = {arXiv},
eprint = {2311.18645},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01152,
author = {Sarah Cechnicka and
Hadrien Reynaud and
James Ball and
Naomi Simmonds and
Catherine Horsfield and
Andrew Smith and
Candice Roufosse and
Bernhard Kainz},
title = {Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis
in Histopathology},
journal = {CoRR},
volume = {abs/2312.01152},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01152},
doi = {10.48550/ARXIV.2312.01152},
eprinttype = {arXiv},
eprint = {2312.01152},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/0001SJLVKLSLYFD22,
author = {Qi Dou and
Tiffany Y. So and
Meirui Jiang and
Quande Liu and
Varut Vardhanabhuti and
Georgios Kaissis and
Zeju Li and
Weixin Si and
Heather H. C. Lee and
Kevin Yu and
Zuxin Feng and
Li Dong and
Egon Burian and
Friederike Jungmann and
Rickmer Braren and
Marcus R. Makowski and
Bernhard Kainz and
Daniel Rueckert and
Ben Glocker and
Simon C. H. Yu and
Pheng{-}Ann Heng},
title = {Author Correction: Federated deep learning for detecting {COVID-19}
lung abnormalities in {CT:} a privacy-preserving multinational validation
study},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00600-1},
doi = {10.1038/S41746-022-00600-1},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/0001SJLVKLSLYFD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/GomezZWTDWSMKHS22,
author = {Alberto G{\'{o}}mez and
Veronika A. Zimmer and
Gavin Wheeler and
Nicolas Toussaint and
Shujie Deng and
Robert Wright and
Emily Skelton and
Jackie Matthews and
Bernhard Kainz and
Joseph V. Hajnal and
Julia A. Schnabel},
title = {{PRETUS:} {A} plug-in based platform for real-time ultrasound imaging
research},
journal = {SoftwareX},
volume = {17},
pages = {100959},
year = {2022},
url = {https://doi.org/10.1016/j.softx.2021.100959},
doi = {10.1016/J.SOFTX.2021.100959},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/softx/GomezZWTDWSMKHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiuMHVRK22,
author = {Tian{-}Rui Liu and
Qingjie Meng and
Junjie Huang and
Athanasios Vlontzos and
Daniel Rueckert and
Bernhard Kainz},
title = {Video Summarization Through Reinforcement Learning With a 3D Spatio-Temporal
U-Net},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {1573--1586},
year = {2022},
url = {https://doi.org/10.1109/TIP.2022.3143699},
doi = {10.1109/TIP.2022.3143699},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/LiuMHVRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZimmererFIJAPKR22,
author = {David Zimmerer and
Peter M. Full and
Fabian Isensee and
Paul J{\"{a}}ger and
Tim Adler and
Jens Petersen and
Gregor K{\"{o}}hler and
Tobias Ro{\ss} and
Annika Reinke and
Antanas Kascenas and
Bj{\o}rn Sand Jensen and
Alison Q. O'Neil and
Jeremy Tan and
Benjamin Hou and
James Batten and
Huaqi Qiu and
Bernhard Kainz and
Nina Shvetsova and
Irina Fedulova and
Dmitry V. Dylov and
Baolun Yu and
Jianyang Zhai and
Jingtao Hu and
Runxuan Si and
Sihang Zhou and
Siqi Wang and
Xinyang Li and
Xuerun Chen and
Yang Zhao and
Sergio {Naval Marimont} and
Giacomo Tarroni and
Victor Saase and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
title = {{MOOD} 2020: {A} Public Benchmark for Out-of-Distribution Detection
and Localization on Medical Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {10},
pages = {2728--2738},
year = {2022},
url = {https://doi.org/10.1109/TMI.2022.3170077},
doi = {10.1109/TMI.2022.3170077},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/ZimmererFIJAPKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GrzechAGSNKF22,
author = {Daniel Grzech and
Mohammad Farid Azampour and
Ben Glocker and
Julia A. Schnabel and
Nassir Navab and
Bernhard Kainz and
Lo{\"{\i}}c Le Folgoc},
title = {A variational Bayesian method for similarity learning in non-rigid
image registration},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {119--128},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00022},
doi = {10.1109/CVPR52688.2022.00022},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GrzechAGSNKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SchluterTHK22,
author = {Hannah M. Schl{\"{u}}ter and
Jeremy Tan and
Benjamin Hou and
Bernhard Kainz},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Natural Synthetic Anomalies for Self-supervised Anomaly Detection
and Localization},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXXI}},
series = {Lecture Notes in Computer Science},
volume = {13691},
pages = {474--489},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19821-2\_27},
doi = {10.1007/978-3-031-19821-2\_27},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/SchluterTHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SchmidtkeHVK22,
author = {Luca Schmidtke and
Benjamin Hou and
Athanasios Vlontzos and
Bernhard Kainz},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {Self-supervised 3D Human Pose Estimation in Static Video via Neural
Rendering},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13803},
pages = {704--713},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25066-8\_42},
doi = {10.1007/978-3-031-25066-8\_42},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SchmidtkeHVK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OuyangWCLBKR22,
author = {Cheng Ouyang and
Shuo Wang and
Chen Chen and
Zeju Li and
Wenjia Bai and
Bernhard Kainz and
Daniel Rueckert},
editor = {Carole H. Sudre and
Christian F. Baumgartner and
Adrian V. Dalca and
Chen Qin and
Ryutaro Tanno and
Koen Van Leemput and
William M. Wells III},
title = {Improved Post-hoc Probability Calibration for Out-of-Domain {MRI}
Segmentation},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
- 4th International Workshop, {UNSURE} 2022, Held in Conjunction with
{MICCAI} 2022, Singapore, September 18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13563},
pages = {59--69},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16749-2\_6},
doi = {10.1007/978-3-031-16749-2\_6},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/OuyangWCLBKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaughTVMK22,
author = {Matthew Baugh and
Jeremy Tan and
Athanasios Vlontzos and
Johanna P. M{\"{u}}ller and
Bernhard Kainz},
editor = {Carole H. Sudre and
Christian F. Baumgartner and
Adrian V. Dalca and
Chen Qin and
Ryutaro Tanno and
Koen Van Leemput and
William M. Wells III},
title = {nnOOD: {A} Framework for Benchmarking Self-supervised Anomaly Localisation
Methods},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
- 4th International Workshop, {UNSURE} 2022, Held in Conjunction with
{MICCAI} 2022, Singapore, September 18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13563},
pages = {103--112},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16749-2\_10},
doi = {10.1007/978-3-031-16749-2\_10},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BaughTVMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LebbosBTMBVSK22,
author = {Clara Lebbos and
Jen Barcroft and
Jeremy Tan and
Johanna P. M{\"{u}}ller and
Matthew Baugh and
Athanasios Vlontzos and
Srdjan Saso and
Bernhard Kainz},
editor = {Stephen R. Aylward and
J. Alison Noble and
Yipeng Hu and
Su{-}Lin Lee and
Zachary Baum and
Zhe Min},
title = {Adnexal Mass Segmentation with Ultrasound Data Synthesis},
booktitle = {Simplifying Medical Ultrasound - Third International Workshop, {ASMUS}
2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13565},
pages = {106--116},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16902-1\_11},
doi = {10.1007/978-3-031-16902-1\_11},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LebbosBTMBVSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiMLOZPKCMHRKA22,
author = {Liu Li and
Qiang Ma and
Zeju Li and
Cheng Ouyang and
Weitong Zhang and
Anthony Price and
Vanessa Kyriakopoulou and
Lucilio Cordero{-}Grande and
Antonios Makropoulos and
Joseph V. Hajnal and
Daniel Rueckert and
Bernhard Kainz and
Amir Alansary},
editor = {John S. H. Baxter and
Islem Rekik and
Roy Eagleson and
Luping Zhou and
Tanveer F. Syeda{-}Mahmood and
Hongzhi Wang and
Mustafa Hajij},
title = {Fetal Cortex Segmentation with Topology and Thickness Loss Constraints},
booktitle = {Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning
and Fusion Across Scales for Clinical Decision Support, and Topological
Data Analysis for Biomedical Imaging - 1st International Workshop,
{EPIMI} 2022, 12th International Workshop, {ML-CDS} 2022, 2nd International
Workshop, TDA4BiomedicalImaging, Held in Conjunction with {MICCAI}
2022, Singapore, September 18-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13755},
pages = {123--133},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23223-7\_11},
doi = {10.1007/978-3-031-23223-7\_11},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiMLOZPKCMHRKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ReynaudVDGBLK22,
author = {Hadrien Reynaud and
Athanasios Vlontzos and
Mischa Dombrowski and
Ciar{\'{a}}n M. Gilligan{-}Lee and
Arian Beqiri and
Paul Leeson and
Bernhard Kainz},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {D'ARTAGNAN: Counterfactual Video Generation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {599--609},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16452-1\_57},
doi = {10.1007/978-3-031-16452-1\_57},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ReynaudVDGBLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08329,
author = {Qiang Ma and
Liu Li and
Emma C. Robinson and
Bernhard Kainz and
Daniel Rueckert and
Amir Alansary},
title = {CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs},
journal = {CoRR},
volume = {abs/2202.08329},
year = {2022},
url = {https://arxiv.org/abs/2202.08329},
eprinttype = {arXiv},
eprint = {2202.08329},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-08239,
author = {Liu Li and
Qiang Ma and
Matthew Sinclair and
Antonios Makropoulos and
Joseph V. Hajnal and
A. David Edwards and
Bernhard Kainz and
Daniel Rueckert and
Amir Alansary},
title = {CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal
{MRI}},
journal = {CoRR},
volume = {abs/2205.08239},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.08239},
doi = {10.48550/ARXIV.2205.08239},
eprinttype = {arXiv},
eprint = {2205.08239},
timestamp = {Tue, 24 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-08239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01651,
author = {Hadrien Reynaud and
Athanasios Vlontzos and
Mischa Dombrowski and
Ciar{\'{a}}n M. Gilligan{-}Lee and
Arian Beqiri and
Paul Leeson and
Bernhard Kainz},
title = {D'ARTAGNAN: Counterfactual Video Generation},
journal = {CoRR},
volume = {abs/2206.01651},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01651},
doi = {10.48550/ARXIV.2206.01651},
eprinttype = {arXiv},
eprint = {2206.01651},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02409,
author = {Athanasios Vlontzos and
Hadrien Reynaud and
Bernhard Kainz},
title = {Is More Data All You Need? {A} Causal Exploration},
journal = {CoRR},
volume = {abs/2206.02409},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02409},
doi = {10.48550/ARXIV.2206.02409},
eprinttype = {arXiv},
eprint = {2206.02409},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05498,
author = {Athanasios Vlontzos and
Daniel Rueckert and
Bernhard Kainz},
title = {A Review of Causality for Learning Algorithms in Medical Image Analysis},
journal = {CoRR},
volume = {abs/2206.05498},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05498},
doi = {10.48550/ARXIV.2206.05498},
eprinttype = {arXiv},
eprint = {2206.05498},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14746,
author = {Veronika A. Zimmer and
Alberto G{\'{o}}mez and
Emily Skelton and
Robert Wright and
Gavin Wheeler and
Shujie Deng and
Nooshin Ghavami and
Karen Lloyd and
Jacqueline Matthew and
Bernhard Kainz and
Daniel Rueckert and
Joseph V. Hajnal and
Julia A. Schnabel},
title = {Placenta Segmentation in Ultrasound Imaging: Addressing Sources of
Uncertainty and Limited Field-of-View},
journal = {CoRR},
volume = {abs/2206.14746},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14746},
doi = {10.48550/ARXIV.2206.14746},
eprinttype = {arXiv},
eprint = {2206.14746},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02870,
author = {Cheng Ouyang and
Shuo Wang and
Chen Chen and
Zeju Li and
Wenjia Bai and
Bernhard Kainz and
Daniel Rueckert},
title = {Improved post-hoc probability calibration for out-of-domain {MRI}
segmentation},
journal = {CoRR},
volume = {abs/2208.02870},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02870},
doi = {10.48550/ARXIV.2208.02870},
eprinttype = {arXiv},
eprint = {2208.02870},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-01124,
author = {Matthew Baugh and
Jeremy Tan and
Athanasios Vlontzos and
Johanna P. M{\"{u}}ller and
Bernhard Kainz},
title = {nnOOD: {A} Framework for Benchmarking Self-supervised Anomaly Localisation
Methods},
journal = {CoRR},
volume = {abs/2209.01124},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.01124},
doi = {10.48550/ARXIV.2209.01124},
eprinttype = {arXiv},
eprint = {2209.01124},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-01124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12305,
author = {Clara Lebbos and
Jen Barcroft and
Jeremy Tan and
Johanna P. M{\"{u}}ller and
Matthew Baugh and
Athanasios Vlontzos and
Srdjan Saso and
Bernhard Kainz},
title = {Adnexal Mass Segmentation with Ultrasound Data Synthesis},
journal = {CoRR},
volume = {abs/2209.12305},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12305},
doi = {10.48550/ARXIV.2209.12305},
eprinttype = {arXiv},
eprint = {2209.12305},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04514,
author = {Luca Schmidtke and
Benjamin Hou and
Athanasios Vlontzos and
Bernhard Kainz},
title = {Self-Supervised 3D Human Pose Estimation in Static Video Via Neural
Rendering},
journal = {CoRR},
volume = {abs/2210.04514},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04514},
doi = {10.48550/ARXIV.2210.04514},
eprinttype = {arXiv},
eprint = {2210.04514},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04582,
author = {Andreas P. Hinterreiter and
Christina Humer and
Bernhard Kainz and
Marc Streit},
title = {ParaDime: {A} Framework for Parametric Dimensionality Reduction},
journal = {CoRR},
volume = {abs/2210.04582},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04582},
doi = {10.48550/ARXIV.2210.04582},
eprinttype = {arXiv},
eprint = {2210.04582},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14306,
author = {Mischa Dombrowski and
Hadrien Reynaud and
Matthew Baugh and
Bernhard Kainz},
title = {Zero-Shot Object Segmentation through Concept Distillation from Generative
Image Foundation Models},
journal = {CoRR},
volume = {abs/2212.14306},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.14306},
doi = {10.48550/ARXIV.2212.14306},
eprinttype = {arXiv},
eprint = {2212.14306},
timestamp = {Sun, 08 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-14306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cg/JiangK21,
author = {Giulio Jiang and
Bernhard Kainz},
title = {Deep radiance caching: Convolutional autoencoders deeper in ray tracing{\textregistered}},
journal = {Comput. Graph.},
volume = {94},
pages = {22--31},
year = {2021},
url = {https://doi.org/10.1016/j.cag.2020.09.007},
doi = {10.1016/J.CAG.2020.09.007},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cg/JiangK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BuddRK21,
author = {Samuel Budd and
Emma C. Robinson and
Bernhard Kainz},
title = {A survey on active learning and human-in-the-loop deep learning for
medical image analysis},
journal = {Medical Image Anal.},
volume = {71},
pages = {102062},
year = {2021},
url = {https://doi.org/10.1016/j.media.2021.102062},
doi = {10.1016/J.MEDIA.2021.102062},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BuddRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/0001SJLVKLSLYFD21,
author = {Qi Dou and
Tiffany Y. So and
Meirui Jiang and
Quande Liu and
Varut Vardhanabhuti and
Georgios Kaissis and
Zeju Li and
Weixin Si and
Heather H. C. Lee and
Kevin Yu and
Zuxin Feng and
Li Dong and
Egon Burian and
Friederike Jungmann and
Rickmer Braren and
Marcus R. Makowski and
Bernhard Kainz and
Daniel Rueckert and
Ben Glocker and
Simon C. H. Yu and
Pheng{-}Ann Heng},
title = {Federated deep learning for detecting {COVID-19} lung abnormalities
in {CT:} a privacy-preserving multinational validation study},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00431-6},
doi = {10.1038/S41746-021-00431-6},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/0001SJLVKLSLYFD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/KainzHMOMSDMARR21,
author = {Bernhard Kainz and
Mattias P. Heinrich and
Antonios Makropoulos and
Jonas Oppenheimer and
Ramin Mandegaran and
Shrinivasan Sankar and
Christopher Deane and
Sven Mischkewitz and
Fouad Al{-}Noor and
Andrew C. Rawdin and
Andreas Ruttloff and
Matthew D. Stevenson and
Peter Klein{-}Weigel and
Nicola S. Curry},
title = {Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging
with machine learning},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00503-7},
doi = {10.1038/S41746-021-00503-7},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/KainzHMOMSDMARR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MengMZGLRK21,
author = {Qingjie Meng and
Jacqueline Matthew and
Veronika A. Zimmer and
Alberto G{\'{o}}mez and
David F. A. Lloyd and
Daniel Rueckert and
Bernhard Kainz},
title = {Mutual Information-Based Disentangled Neural Networks for Classifying
Unseen Categories in Different Domains: Application to Fetal Ultrasound
Imaging},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {2},
pages = {722--734},
year = {2021},
url = {https://doi.org/10.1109/TMI.2020.3035424},
doi = {10.1109/TMI.2020.3035424},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MengMZGLRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SchmidtkeVELAK21,
author = {Luca Schmidtke and
Athanasios Vlontzos and
Simon Ellershaw and
Anna Lukens and
Tomoki Arichi and
Bernhard Kainz},
title = {Unsupervised Human Pose Estimation Through Transforming Shape Templates},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {2484--2494},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Schmidtke\_Unsupervised\_Human\_Pose\_Estimation\_Through\_Transforming\_Shape\_Templates\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00251},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SchmidtkeVELAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MaRKRA21,
author = {Qiang Ma and
Emma C. Robinson and
Bernhard Kainz and
Daniel Rueckert and
Amir Alansary},
editor = {Ahmed Abdulkadir and
Seyed Mostafa Kia and
Mohamad Habes and
Vinod Kumar and
Jane Maryam Rondina and
Chantal M. W. Tax and
Thomas Wolfers},
title = {PialNN: {A} Fast Deep Learning Framework for Cortical Pial Surface
Reconstruction},
booktitle = {Machine Learning in Clinical Neuroimaging - 4th International Workshop,
{MLCN} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
September 27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13001},
pages = {73--81},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87586-2\_8},
doi = {10.1007/978-3-030-87586-2\_8},
timestamp = {Tue, 10 Oct 2023 14:59:33 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MaRKRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TanKHBK21,
author = {Jeremy Tan and
Turkay Kart and
Benjamin Hou and
James Batten and
Bernhard Kainz},
editor = {Marc Aubreville and
David Zimmerer and
Mattias P. Heinrich},
title = {MetaDetector: Detecting Outliers by Learning to Learn from Self-supervision},
booktitle = {Biomedical Image Registration, Domain Generalisation and Out-of-Distribution
Analysis - {MICCAI} 2021 Challenges: {MIDOG} 2021, {MOOD} 2021, and
Learn2Reg 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, September 27 - October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13166},
pages = {119--126},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-97281-3\_18},
doi = {10.1007/978-3-030-97281-3\_18},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/TanKHBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChartsiasGMOBKB21,
author = {Agisilaos Chartsias and
Shan Gao and
Angela Mumith and
Jorge Oliveira and
Kanwal K. Bhatia and
Bernhard Kainz and
Arian Beqiri},
editor = {J. Alison Noble and
Stephen R. Aylward and
Alexander Grimwood and
Zhe Min and
Su{-}Lin Lee and
Yipeng Hu},
title = {Contrastive Learning for View Classification of Echocardiograms},
booktitle = {Simplifying Medical Ultrasound - Second International Workshop, {ASMUS}
2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
September 27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12967},
pages = {149--158},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87583-1\_15},
doi = {10.1007/978-3-030-87583-1\_15},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ChartsiasGMOBKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuddSDVTLMSSRGR21,
author = {Samuel Budd and
Matthew Sinclair and
Thomas G. Day and
Athanasios Vlontzos and
Jeremy Tan and
Tianrui Liu and
Jacqueline Matthew and
Emily Skelton and
John M. Simpson and
Reza Razavi and
Ben Glocker and
Daniel Rueckert and
Emma C. Robinson and
Bernhard Kainz},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via
Disease-Specific Atlas Maps},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12907},
pages = {207--217},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87234-2\_20},
doi = {10.1007/978-3-030-87234-2\_20},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BuddSDVTLMSSRGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiSMHEKRA21,
author = {Liu Li and
Matthew Sinclair and
Antonios Makropoulos and
Joseph V. Hajnal and
A. David Edwards and
Bernhard Kainz and
Daniel Rueckert and
Amir Alansary},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal
{MRI}},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {221--230},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_21},
doi = {10.1007/978-3-030-87735-4\_21},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiSMHEKRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuddDSLMSRK21,
author = {Samuel Budd and
Thomas G. Day and
John M. Simpson and
Karen Lloyd and
Jacqueline Matthew and
Emily Skelton and
Reza Razavi and
Bernhard Kainz},
editor = {Shadi Albarqouni and
Manuel Jorge Cardoso and
Qi Dou and
Konstantinos Kamnitsas and
Bishesh Khanal and
Islem Rekik and
Nicola Rieke and
Debdoot Sheet and
Sotirios A. Tsaftaris and
Daguang Xu and
Ziyue Xu},
title = {Can Non-specialists Provide High Quality Gold Standard Labels in Challenging
Modalities?},
booktitle = {Domain Adaptation and Representation Transfer, and Affordable Healthcare
and {AI} for Resource Diverse Global Health - Third {MICCAI} Workshop,
{DART} 2021, and First {MICCAI} Workshop, {FAIR} 2021, Held in Conjunction
with {MICCAI} 2021, Strasbourg, France, September 27 and October 1,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12968},
pages = {251--262},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87722-4\_23},
doi = {10.1007/978-3-030-87722-4\_23},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BuddDSLMSRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HouKSK21,
author = {Benjamin Hou and
Georgios Kaissis and
Ronald M. Summers and
Bernhard Kainz},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {{RATCHET:} Medical Transformer for Chest X-ray Diagnosis and Reporting},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12907},
pages = {293--303},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87234-2\_28},
doi = {10.1007/978-3-030-87234-2\_28},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/HouKSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ReynaudVHBLK21,
author = {Hadrien Reynaud and
Athanasios Vlontzos and
Benjamin Hou and
Arian Beqiri and
Paul Leeson and
Bernhard Kainz},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {12906},
pages = {495--505},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87231-1\_48},
doi = {10.1007/978-3-030-87231-1\_48},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ReynaudVHBLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TanHDSRK21,
author = {Jeremy Tan and
Benjamin Hou and
Thomas G. Day and
John M. Simpson and
Daniel Rueckert and
Bernhard Kainz},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Detecting Outliers with Poisson Image Interpolation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12905},
pages = {581--591},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87240-3\_56},
doi = {10.1007/978-3-030-87240-3\_56},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/TanHDSRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01672,
author = {Athanasios Vlontzos and
Yueqi Cao and
Luca Schmidtke and
Bernhard Kainz and
Anthea Monod},
title = {Topological Data Analysis of Database Representations for Information
Retrieval},
journal = {CoRR},
volume = {abs/2104.01672},
year = {2021},
url = {https://arxiv.org/abs/2104.01672},
eprinttype = {arXiv},
eprint = {2104.01672},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04154,
author = {Luca Schmidtke and
Athanasios Vlontzos and
Simon Ellershaw and
Anna Lukens and
Tomoki Arichi and
Bernhard Kainz},
title = {Unsupervised Human Pose Estimation through Transforming Shape Templates},
journal = {CoRR},
volume = {abs/2105.04154},
year = {2021},
url = {https://arxiv.org/abs/2105.04154},
eprinttype = {arXiv},
eprint = {2105.04154},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10528,
author = {Tianrui Liu and
Qingjie Meng and
Junjie Huang and
Athanasios Vlontzos and
Daniel Rueckert and
Bernhard Kainz},
title = {Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal
U-Net},
journal = {CoRR},
volume = {abs/2106.10528},
year = {2021},
url = {https://arxiv.org/abs/2106.10528},
eprinttype = {arXiv},
eprint = {2106.10528},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00977,
author = {Hadrien Reynaud and
Athanasios Vlontzos and
Benjamin Hou and
Arian Beqiri and
Paul Leeson and
Bernhard Kainz},
title = {Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation},
journal = {CoRR},
volume = {abs/2107.00977},
year = {2021},
url = {https://arxiv.org/abs/2107.00977},
eprinttype = {arXiv},
eprint = {2107.00977},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02104,
author = {Benjamin Hou and
Georgios Kaissis and
Ronald M. Summers and
Bernhard Kainz},
title = {{RATCHET:} Medical Transformer for Chest X-ray Diagnosis and Reporting},
journal = {CoRR},
volume = {abs/2107.02104},
year = {2021},
url = {https://arxiv.org/abs/2107.02104},
eprinttype = {arXiv},
eprint = {2107.02104},
timestamp = {Tue, 28 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02622,
author = {Jeremy Tan and
Benjamin Hou and
Thomas G. Day and
John M. Simpson and
Daniel Rueckert and
Bernhard Kainz},
title = {Detecting Outliers with Poisson Image Interpolation},
journal = {CoRR},
volume = {abs/2107.02622},
year = {2021},
url = {https://arxiv.org/abs/2107.02622},
eprinttype = {arXiv},
eprint = {2107.02622},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02643,
author = {Samuel Budd and
Matthew Sinclair and
Thomas G. Day and
Athanasios Vlontzos and
Jeremy Tan and
Tianrui Liu and
Jacqueline Matthew and
Emily Skelton and
John M. Simpson and
Reza Razavi and
Ben Glocker and
Daniel Rueckert and
Emma C. Robinson and
Bernhard Kainz},
title = {Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via
Disease-specific Atlas Maps},
journal = {CoRR},
volume = {abs/2107.02643},
year = {2021},
url = {https://arxiv.org/abs/2107.02643},
eprinttype = {arXiv},
eprint = {2107.02643},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-14682,
author = {Samuel Budd and
Thomas G. Day and
John M. Simpson and
Karen Lloyd and
Jacqueline Matthew and
Emily Skelton and
Reza Razavi and
Bernhard Kainz},
title = {Can non-specialists provide high quality gold standard labels in challenging
modalities?},
journal = {CoRR},
volume = {abs/2107.14682},
year = {2021},
url = {https://arxiv.org/abs/2107.14682},
eprinttype = {arXiv},
eprint = {2107.14682},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-14682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03124,
author = {Agisilaos Chartsias and
Shan Gao and
Angela Mumith and
Jorge Oliveira and
Kanwal K. Bhatia and
Bernhard Kainz and
Arian Beqiri},
title = {Contrastive Learning for View Classification of Echocardiograms},
journal = {CoRR},
volume = {abs/2108.03124},
year = {2021},
url = {https://arxiv.org/abs/2108.03124},
eprinttype = {arXiv},
eprint = {2108.03124},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01904,
author = {Athanasios Vlontzos and
Bernhard Kainz and
Ciar{\'{a}}n M. Gilligan{-}Lee},
title = {Estimating the probabilities of causation via deep monotonic twin
networks},
journal = {CoRR},
volume = {abs/2109.01904},
year = {2021},
url = {https://arxiv.org/abs/2109.01904},
eprinttype = {arXiv},
eprint = {2109.01904},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06519,
author = {Alberto G{\'{o}}mez and
Veronika A. Zimmer and
Gavin Wheeler and
Nicolas Toussaint and
Shujie Deng and
Robert Wright and
Emily Skelton and
Jackie Matthews and
Bernhard Kainz and
Joseph V. Hajnal and
Julia A. Schnabel},
title = {{PRETUS:} {A} plug-in based platform for real-time ultrasound imaging
research},
journal = {CoRR},
volume = {abs/2109.06519},
year = {2021},
url = {https://arxiv.org/abs/2109.06519},
eprinttype = {arXiv},
eprint = {2109.06519},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15222,
author = {Hannah M. Schl{\"{u}}ter and
Jeremy Tan and
Benjamin Hou and
Bernhard Kainz},
title = {Self-Supervised Out-of-Distribution Detection and Localization with
Natural Synthetic Anomalies {(NSA)}},
journal = {CoRR},
volume = {abs/2109.15222},
year = {2021},
url = {https://arxiv.org/abs/2109.15222},
eprinttype = {arXiv},
eprint = {2109.15222},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-15222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13289,
author = {Daniel Grzech and
Mohammad Farid Azampour and
Huaqi Qiu and
Ben Glocker and
Bernhard Kainz and
Lo{\"{\i}}c Le Folgoc},
title = {Uncertainty quantification in non-rigid image registration via stochastic
gradient Markov chain Monte Carlo},
journal = {CoRR},
volume = {abs/2110.13289},
year = {2021},
url = {https://arxiv.org/abs/2110.13289},
eprinttype = {arXiv},
eprint = {2110.13289},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03485,
author = {Cesare Magnetti and
Hadrien Reynaud and
Bernhard Kainz},
title = {Cross Modality 3D Navigation Using Reinforcement Learning and Neural
Style Transfer},
journal = {CoRR},
volume = {abs/2111.03485},
year = {2021},
url = {https://arxiv.org/abs/2111.03485},
eprinttype = {arXiv},
eprint = {2111.03485},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TanK20,
author = {Jeremy Tan and
Bernhard Kainz},
editor = {Carlos Artemio Coello Coello},
title = {Divergent search for image classification behaviors},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {91--92},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3389973},
doi = {10.1145/3377929.3389973},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/TanK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuddPBRRK20,
author = {Samuel Budd and
Prachi A. Patkee and
Ana Baburamani and
Mary A. Rutherford and
Emma C. Robinson and
Bernhard Kainz},
editor = {Seyed Mostafa Kia and
Hassan Mohy{-}ud{-}Din and
Ahmed Abdulkadir and
Cher Bass and
Mohamad Habes and
Jane Maryam Rondina and
Chantal M. W. Tax and
Hongzhi Wang and
Thomas Wolfers and
Saima Rathore and
Madhura Ingalhalikar},
title = {Surface Agnostic Metrics for Cortical Volume Segmentation and Regression},
booktitle = {Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology
- Third International Workshop, {MLCN} 2020, and Second International
Workshop, {RNO-AI} 2020, Held in Conjunction with {MICCAI} 2020, Lima,
Peru, October 4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12449},
pages = {3--12},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66843-3\_1},
doi = {10.1007/978-3-030-66843-3\_1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BuddPBRRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GrzechKGF20,
author = {Daniel Grzech and
Bernhard Kainz and
Ben Glocker and
Lo{\"{\i}}c Le Folgoc},
editor = {Carole H. Sudre and
Hamid Fehri and
Tal Arbel and
Christian F. Baumgartner and
Adrian V. Dalca and
Ryutaro Tanno and
Koen Van Leemput and
William M. Wells III and
Aristeidis Sotiras and
Bartlomiej W. Papiez and
Enzo Ferrante and
Sarah Parisot},
title = {Image Registration via Stochastic Gradient Markov Chain Monte Carlo},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Graphs in Biomedical Image Analysis - Second International Workshop,
{UNSURE} 2020, and Third International Workshop, {GRAIL} 2020, Held
in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12443},
pages = {3--12},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60365-6\_1},
doi = {10.1007/978-3-030-60365-6\_1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GrzechKGF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HinterreiterSK20a,
author = {Andreas P. Hinterreiter and
Marc Streit and
Bernhard Kainz},
editor = {Jaime S. Cardoso and
Hien Van Nguyen and
Nicholas Heller and
Pedro Henriques Abreu and
Ivana Isgum and
Wilson Silva and
Ricardo P. M. Cruz and
Jos{\'{e}} Pereira Amorim and
Vishal Patel and
Badri Roysam and
S. Kevin Zhou and
Steve B. Jiang and
Ngan Le and
Khoa Luu and
Raphael Sznitman and
Veronika Cheplygina and
Diana Mateus and
Emanuele Trucco and
Samaneh Abbasi{-}Sureshjani},
title = {Projective Latent Interventions for Understanding and Fine-Tuning
Classifiers},
booktitle = {Interpretable and Annotation-Efficient Learning for Medical Image
Computing - Third International Workshop, iMIMIC 2020, Second International
Workshop, {MIL3ID} 2020, and 5th International Workshop, {LABELS}
2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru, October
4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12446},
pages = {13--22},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61166-8\_2},
doi = {10.1007/978-3-030-61166-8\_2},
timestamp = {Wed, 06 Dec 2023 13:14:04 +0100},
biburl = {https://dblp.org/rec/conf/miccai/HinterreiterSK20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VlontzosBHRK20,
author = {Athanasios Vlontzos and
Samuel Budd and
Benjamin Hou and
Daniel Rueckert and
Bernhard Kainz},
editor = {Jens Petersen and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Alexander Schmidt{-}Richberg and
Sarah E. Gerard and
Bianca Lassen{-}Schmidt and
Colin Jacobs and
Reinhard Beichel and
Kensaku Mori},
title = {3D Probabilistic Segmentation and Volumetry from 2D Projection Images},
booktitle = {Thoracic Image Analysis - Second International Workshop, {TIA} 2020,
Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12502},
pages = {48--57},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62469-9\_5},
doi = {10.1007/978-3-030-62469-9\_5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/VlontzosBHRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MengRK20,
author = {Qingjie Meng and
Daniel Rueckert and
Bernhard Kainz},
editor = {Yipeng Hu and
Roxane Licandro and
J. Alison Noble and
Jana Hutter and
Stephen R. Aylward and
Andrew Melbourne and
Esra Abaci Turk and
Jordina Torrents{-}Barrena},
title = {Unsupervised Cross-domain Image Classification by Distance Metric
Guided Feature Alignment},
booktitle = {Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis
- First International Workshop, {ASMUS} 2020, and 5th International
Workshop, {PIPPI} 2020, Held in Conjunction with {MICCAI} 2020, Lima,
Peru, October 4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12437},
pages = {146--157},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60334-2\_15},
doi = {10.1007/978-3-030-60334-2\_15},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MengRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TanAMFSRRDLK20,
author = {Jeremy Tan and
Anselm Au and
Qingjie Meng and
Sandy FinesilverSmith and
John M. Simpson and
Daniel Rueckert and
Reza Razavi and
Thomas G. Day and
David Lloyd and
Bernhard Kainz},
editor = {Yipeng Hu and
Roxane Licandro and
J. Alison Noble and
Jana Hutter and
Stephen R. Aylward and
Andrew Melbourne and
Esra Abaci Turk and
Jordina Torrents{-}Barrena},
title = {Automated Detection of Congenital Heart Disease in Fetal Ultrasound
Screening},
booktitle = {Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis
- First International Workshop, {ASMUS} 2020, and 5th International
Workshop, {PIPPI} 2020, Held in Conjunction with {MICCAI} 2020, Lima,
Peru, October 4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12437},
pages = {243--252},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60334-2\_24},
doi = {10.1007/978-3-030-60334-2\_24},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/TanAMFSRRDLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiuMVTRK20,
author = {Tianrui Liu and
Qingjie Meng and
Athanasios Vlontzos and
Jeremy Tan and
Daniel Rueckert and
Bernhard Kainz},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Ultrasound Video Summarization Using Deep Reinforcement Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12263},
pages = {483--492},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59716-0\_46},
doi = {10.1007/978-3-030-59716-0\_46},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiuMVTRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scipy/MiolaneGZSHBBMHTHPKCGCKDHP20,
author = {Nina Miolane and
Nicolas Guigui and
Hadi Zaatiti and
Christian Shewmake and
Hatem Hajri and
Daniel Brooks and
Alice Le Brigant and
Johan Mathe and
Benjamin Hou and
Yann Thanwerdas and
Stefan Heyder and
Olivier Peltre and
Niklas Koep and
Yann Cabanes and
Thomas Gerald and
Paul Chauchat and
Bernhard Kainz and
Claire Donnat and
Susan P. Holmes and
Xavier Pennec},
editor = {Meghann Agarwal and
Chris Calloway and
Dillon Niederhut and
David Shupe},
title = {Introduction to Geometric Learning in Python with Geomstats},
booktitle = {Proceedings of the 19th Python in Science Conference 2020 (SciPy 2020),
Virtual Conference, July 6 - July 12, 2020},
pages = {48--57},
publisher = {scipy.org},
year = {2020},
url = {https://doi.org/10.25080/Majora-342d178e-007},
doi = {10.25080/MAJORA-342D178E-007},
timestamp = {Sun, 12 Feb 2023 18:48:24 +0100},
biburl = {https://dblp.org/rec/conf/scipy/MiolaneGZSHBBMHTHPKCGCKDHP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00321,
author = {Qingjie Meng and
Daniel Rueckert and
Bernhard Kainz},
title = {Learning Cross-domain Generalizable Features by Representation Disentanglement},
journal = {CoRR},
volume = {abs/2003.00321},
year = {2020},
url = {https://arxiv.org/abs/2003.00321},
eprinttype = {arXiv},
eprint = {2003.00321},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04667,
author = {Nina Miolane and
Alice Le Brigant and
Johan Mathe and
Benjamin Hou and
Nicolas Guigui and
Yann Thanwerdas and
Stefan Heyder and
Olivier Peltre and
Niklas Koep and
Hadi Zaatiti and
Hatem Hajri and
Yann Cabanes and
Thomas Gerald and
Paul Chauchat and
Christian Shewmake and
Bernhard Kainz and
Claire Donnat and
Susan P. Holmes and
Xavier Pennec},
title = {Geomstats: {A} Python Package for Riemannian Geometry in Machine Learning},
journal = {CoRR},
volume = {abs/2004.04667},
year = {2020},
url = {https://arxiv.org/abs/2004.04667},
eprinttype = {arXiv},
eprint = {2004.04667},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07903,
author = {Jeremy Tan and
Bernhard Kainz},
title = {Divergent Search for Few-Shot Image Classification},
journal = {CoRR},
volume = {abs/2004.07903},
year = {2020},
url = {https://arxiv.org/abs/2004.07903},
eprinttype = {arXiv},
eprint = {2004.07903},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-09531,
author = {Tianrui Liu and
Qingjie Meng and
Athanasios Vlontzos and
Jeremy Tan and
Daniel Rueckert and
Bernhard Kainz},
title = {Ultrasound Video Summarization using Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2005.09531},
year = {2020},
url = {https://arxiv.org/abs/2005.09531},
eprinttype = {arXiv},
eprint = {2005.09531},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-09531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12809,
author = {Athanasios Vlontzos and
Samuel Budd and
Benjamin Hou and
Daniel Rueckert and
Bernhard Kainz},
title = {3D Probabilistic Segmentation and Volumetry from 2D projection images},
journal = {CoRR},
volume = {abs/2006.12809},
year = {2020},
url = {https://arxiv.org/abs/2006.12809},
eprinttype = {arXiv},
eprint = {2006.12809},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12902,
author = {Andreas P. Hinterreiter and
Marc Streit and
Bernhard Kainz},
title = {Projective Latent Space Decluttering},
journal = {CoRR},
volume = {abs/2006.12902},
year = {2020},
url = {https://arxiv.org/abs/2006.12902},
eprinttype = {arXiv},
eprint = {2006.12902},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06966,
author = {Jeremy Tan and
Anselm Au and
Qingjie Meng and
Sandy FinesilverSmith and
John M. Simpson and
Daniel Rueckert and
Reza Razavi and
Thomas G. Day and
David Lloyd and
Bernhard Kainz},
title = {Automated Detection of Congenital Heart Disease in Fetal Ultrasound
Screening},
journal = {CoRR},
volume = {abs/2008.06966},
year = {2020},
url = {https://arxiv.org/abs/2008.06966},
eprinttype = {arXiv},
eprint = {2008.06966},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08433,
author = {Qingjie Meng and
Daniel Rueckert and
Bernhard Kainz},
title = {Unsupervised Cross-domain Image Classification by Distance Metric
Guided Feature Alignment},
journal = {CoRR},
volume = {abs/2008.08433},
year = {2020},
url = {https://arxiv.org/abs/2008.08433},
eprinttype = {arXiv},
eprint = {2008.08433},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09154,
author = {Athanasios Vlontzos and
Henrique Bergallo Rocha and
Daniel Rueckert and
Bernhard Kainz},
title = {Causal Future Prediction in a Minkowski Space-Time},
journal = {CoRR},
volume = {abs/2008.09154},
year = {2020},
url = {https://arxiv.org/abs/2008.09154},
eprinttype = {arXiv},
eprint = {2008.09154},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01669,
author = {Samuel Budd and
Prachi A. Patkee and
Ana Baburamani and
Mary A. Rutherford and
Emma C. Robinson and
Bernhard Kainz},
title = {Surface Agnostic Metrics for Cortical Volume Segmentation and Regression},
journal = {CoRR},
volume = {abs/2010.01669},
year = {2020},
url = {https://arxiv.org/abs/2010.01669},
eprinttype = {arXiv},
eprint = {2010.01669},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00739,
author = {Qingjie Meng and
Jacqueline Matthew and
Veronika A. Zimmer and
Alberto G{\'{o}}mez and
David F. A. Lloyd and
Daniel Rueckert and
Bernhard Kainz},
title = {Mutual Information-based Disentangled Neural Networks for Classifying
Unseen Categories in Different Domains: Application to Fetal Ultrasound
Imaging},
journal = {CoRR},
volume = {abs/2011.00739},
year = {2020},
url = {https://arxiv.org/abs/2011.00739},
eprinttype = {arXiv},
eprint = {2011.00739},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04197,
author = {Jeremy Tan and
Benjamin Hou and
James Batten and
Huaqi Qiu and
Bernhard Kainz},
title = {Detecting Outliers with Foreign Patch Interpolation},
journal = {CoRR},
volume = {abs/2011.04197},
year = {2020},
url = {https://arxiv.org/abs/2011.04197},
eprinttype = {arXiv},
eprint = {2011.04197},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03679,
author = {Elisa Chotzoglou and
Thomas G. Day and
Jeremy Tan and
Jacqueline Matthew and
David Lloyd and
Reza Razavi and
John M. Simpson and
Bernhard Kainz},
title = {Learning normal appearance for fetal anomaly screening: Application
to the unsupervised detection of Hypoplastic Left Heart Syndrome},
journal = {CoRR},
volume = {abs/2012.03679},
year = {2020},
url = {https://arxiv.org/abs/2012.03679},
eprinttype = {arXiv},
eprint = {2012.03679},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cg/SchultzPK19,
author = {Thomas Schultz and
Anna Puig and
Bernhard Kainz},
title = {Foreword to the special section on the Eurographics Workshop on Visual
Computing for Biology and Medicine {(VCBM)} at Medical Image Computing
and Computer Assisted Intervention {(MICCAI)} 2018},
journal = {Comput. Graph.},
volume = {83},
pages = {5},
year = {2019},
url = {https://doi.org/10.1016/j.cag.2019.08.001},
doi = {10.1016/J.CAG.2019.08.001},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cg/SchultzPK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CastroTKKG19,
author = {Daniel Coelho de Castro and
Jeremy Tan and
Bernhard Kainz and
Ender Konukoglu and
Ben Glocker},
title = {Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation
Learning},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {178:1--178:29},
year = {2019},
url = {http://jmlr.org/papers/v20/19-033.html},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CastroTKKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/AlansaryOLFHVKV19,
author = {Amir Alansary and
Ozan Oktay and
Yuanwei Li and
Lo{\"{\i}}c Le Folgoc and
Benjamin Hou and
Ghislain Vaillant and
Konstantinos Kamnitsas and
Athanasios Vlontzos and
Ben Glocker and
Bernhard Kainz and
Daniel Rueckert},
title = {Evaluating reinforcement learning agents for anatomical landmark detection},
journal = {Medical Image Anal.},
volume = {53},
pages = {156--164},
year = {2019},
url = {https://doi.org/10.1016/j.media.2019.02.007},
doi = {10.1016/J.MEDIA.2019.02.007},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/AlansaryOLFHVKV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SchlemperOSHKGR19,
author = {Jo Schlemper and
Ozan Oktay and
Michiel Schaap and
Mattias P. Heinrich and
Bernhard Kainz and
Ben Glocker and
Daniel Rueckert},
title = {Attention gated networks: Learning to leverage salient regions in
medical images},
journal = {Medical Image Anal.},
volume = {53},
pages = {197--207},
year = {2019},
url = {https://doi.org/10.1016/j.media.2019.01.012},
doi = {10.1016/J.MEDIA.2019.01.012},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/SchlemperOSHKGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MengHMRSKSZHRTO19,
author = {Qingjie Meng and
James Housden and
Jacqueline Matthew and
Daniel Rueckert and
Julia A. Schnabel and
Bernhard Kainz and
Matthew Sinclair and
Veronika A. Zimmer and
Benjamin Hou and
Martin Rajchl and
Nicolas Toussaint and
Ozan Oktay and
Jo Schlemper and
Alberto G{\'{o}}mez},
title = {Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound
Imaging},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {12},
pages = {2755--2767},
year = {2019},
url = {https://doi.org/10.1109/TMI.2019.2913311},
doi = {10.1109/TMI.2019.2913311},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MengHMRSKSZHRTO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MengPRK19,
author = {Qingjie Meng and
Nick Pawlowski and
Daniel Rueckert and
Bernhard Kainz},
editor = {Qian Wang and
Alberto G{\'{o}}mez and
Jana Hutter and
Kristin McLeod and
Veronika A. M. Zimmer and
Oliver Zettinig and
Roxane Licandro and
Emma C. Robinson and
Daan Christiaens and
Esra Abaci Turk and
Andrew Melbourne},
title = {Representation Disentanglement for Multi-task Learning with Application
to Fetal Ultrasound},
booktitle = {Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image
Analysis - First International Workshop, {SUSI} 2019, and 4th International
Workshop, {PIPPI} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen,
China, October 13 and 17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11798},
pages = {47--55},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32875-7\_6},
doi = {10.1007/978-3-030-32875-7\_6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MengPRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChotzoglouK19,
author = {Elisa Chotzoglou and
Bernhard Kainz},
editor = {Luping Zhou and
Nicholas Heller and
Yiyu Shi and
Yiming Xiao and
Raphael Sznitman and
Veronika Cheplygina and
Diana Mateus and
Emanuele Trucco and
Xiaobo Sharon Hu and
Danny Ziyi Chen and
Matthieu Chabanas and
Hassan Rivaz and
Ingerid Reinertsen},
title = {Exploring the Relationship Between Segmentation Uncertainty, Segmentation
Performance and Inter-observer Variability with Probabilistic Networks},
booktitle = {Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
and Hardware Aware Learning for Medical Imaging and Computer Assisted
Intervention - International Workshops, {LABELS} 2019, {HAL-MICCAI}
2019, and CuRIOUS 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen,
China, October 13 and 17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11851},
pages = {51--60},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33642-4\_6},
doi = {10.1007/978-3-030-33642-4\_6},
timestamp = {Tue, 13 Dec 2022 14:39:05 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ChotzoglouK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HouVARK19,
author = {Benjamin Hou and
Athanasios Vlontzos and
Amir Alansary and
Daniel Rueckert and
Bernhard Kainz},
editor = {Florian Knoll and
Andreas Maier and
Daniel Rueckert and
Jong Chul Ye},
title = {Flexible Conditional Image Generation of Missing Data with Learned
Mental Maps},
booktitle = {Machine Learning for Medical Image Reconstruction - Second International
Workshop, {MLMIR} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen,
China, October 17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11905},
pages = {139--150},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33843-5\_13},
doi = {10.1007/978-3-030-33843-5\_13},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/HouVARK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HollandPLCK19,
author = {Robert Holland and
Uday Patel and
Phillip Lung and
Elisa Chotzoglou and
Bernhard Kainz},
editor = {Islem Rekik and
Ehsan Adeli and
Sang Hyun Park},
title = {Automatic Detection of Bowel Disease with Residual Networks},
booktitle = {Predictive Intelligence in Medicine - Second International Workshop,
{PRIME} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11843},
pages = {151--159},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32281-6\_16},
doi = {10.1007/978-3-030-32281-6\_16},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/HollandPLCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TanAMK19,
author = {Jeremy Tan and
Anselm Au and
Qingjie Meng and
Bernhard Kainz},
editor = {Qian Wang and
Fausto Milletari and
Hien Van Nguyen and
Shadi Albarqouni and
M. Jorge Cardoso and
Nicola Rieke and
Ziyue Xu and
Konstantinos Kamnitsas and
Vishal Patel and
Badri Roysam and
Steve B. Jiang and
S. Kevin Zhou and
Khoa Luu and
Ngan Le},
title = {Semi-supervised Learning of Fetal Anatomy from Ultrasound},
booktitle = {Domain Adaptation and Representation Transfer and Medical Image Learning
with Less Labels and Imperfect Data - First {MICCAI} Workshop, {DART}
2019, and First International Workshop, {MIL3ID} 2019, Shenzhen, Held
in Conjunction with {MICCAI} 2019, Shenzhen, China, October 13 and
17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11795},
pages = {157--164},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33391-1\_18},
doi = {10.1007/978-3-030-33391-1\_18},
timestamp = {Thu, 04 May 2023 17:10:57 +0200},
biburl = {https://dblp.org/rec/conf/miccai/TanAMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VlontzosAKRK19,
author = {Athanasios Vlontzos and
Amir Alansary and
Konstantinos Kamnitsas and
Daniel Rueckert and
Bernhard Kainz},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Multiple Landmark Detection Using Multi-agent Reinforcement Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {262--270},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_29},
doi = {10.1007/978-3-030-32251-9\_29},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/VlontzosAKRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WrightTGZKMSKRH19,
author = {Robert Wright and
Nicolas Toussaint and
Alberto G{\'{o}}mez and
Veronika A. M. Zimmer and
Bishesh Khanal and
Jacqueline Matthew and
Emily Skelton and
Bernhard Kainz and
Daniel Rueckert and
Joseph V. Hajnal and
Julia A. Schnabel},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Complete Fetal Head Compounding from Multi-view 3D Ultrasound},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11766},
pages = {384--392},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32248-9\_43},
doi = {10.1007/978-3-030-32248-9\_43},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WrightTGZKMSKRH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuddSKMLGTRK19,
author = {Samuel Budd and
Matthew Sinclair and
Bishesh Khanal and
Jacqueline Matthew and
David Lloyd and
Alberto G{\'{o}}mez and
Nicolas Toussaint and
Emma C. Robinson and
Bernhard Kainz},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Confident Head Circumference Measurement from Ultrasound with Real-Time
Feedback for Sonographers},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {683--691},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_75},
doi = {10.1007/978-3-030-32251-9\_75},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BuddSKMLGTRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09351,
author = {Robert Robinson and
Vanya V. Valindria and
Wenjia Bai and
Ozan Oktay and
Bernhard Kainz and
Hideaki Suzuki and
Mihir M. Sanghvi and
Nay Aung and
Jos{\'{e}} Miguel Paiva and
Filip Zemrak and
Kenneth Fung and
Elena Lukaschuk and
Aaron M. Lee and
Valentina Carapella and
Young Jin Kim and
Stefan K. Piechnik and
Stefan Neubauer and
Steffen E. Petersen and
Chris Page and
Paul M. Matthews and
Daniel Rueckert and
Ben Glocker},
title = {Automated Quality Control in Image Segmentation: Application to the
{UK} Biobank Cardiac {MR} Imaging Study},
journal = {CoRR},
volume = {abs/1901.09351},
year = {2019},
url = {http://arxiv.org/abs/1901.09351},
eprinttype = {arXiv},
eprint = {1901.09351},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00318,
author = {Athanasios Vlontzos and
Amir Alansary and
Konstantinos Kamnitsas and
Daniel Rueckert and
Bernhard Kainz},
title = {Multiple Landmark Detection using Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/1907.00318},
year = {2019},
url = {http://arxiv.org/abs/1907.00318},
eprinttype = {arXiv},
eprint = {1907.00318},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02582,
author = {Samuel Budd and
Matthew Sinclair and
Bishesh Khanal and
Jacqueline Matthew and
David Lloyd and
Alberto G{\'{o}}mez and
Nicolas Toussaint and
Emma C. Robinson and
Bernhard Kainz},
title = {Confident Head Circumference Measurement from Ultrasound with Real-time
Feedback for Sonographers},
journal = {CoRR},
volume = {abs/1908.02582},
year = {2019},
url = {http://arxiv.org/abs/1908.02582},
eprinttype = {arXiv},
eprint = {1908.02582},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07885,
author = {Qingjie Meng and
Nick Pawlowski and
Daniel Rueckert and
Bernhard Kainz},
title = {Representation Disentanglement for Multi-task Learning with application
to Fetal Ultrasound},
journal = {CoRR},
volume = {abs/1908.07885},
year = {2019},
url = {http://arxiv.org/abs/1908.07885},
eprinttype = {arXiv},
eprint = {1908.07885},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11312,
author = {Benjamin Hou and
Athanasios Vlontzos and
Amir Alansary and
Daniel Rueckert and
Bernhard Kainz},
title = {Flexible Conditional Image Generation of Missing Data with Learned
Mental Maps},
journal = {CoRR},
volume = {abs/1908.11312},
year = {2019},
url = {http://arxiv.org/abs/1908.11312},
eprinttype = {arXiv},
eprint = {1908.11312},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11624,
author = {Jeremy Tan and
Anselm Au and
Qingjie Meng and
Bernhard Kainz},
title = {Semi-supervised Learning of Fetal Anatomy from Ultrasound},
journal = {CoRR},
volume = {abs/1908.11624},
year = {2019},
url = {http://arxiv.org/abs/1908.11624},
eprinttype = {arXiv},
eprint = {1908.11624},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00276,
author = {Robert Holland and
Uday Patel and
Phillip Lung and
Elisa Chotzoglou and
Bernhard Kainz},
title = {Automatic Detection of Bowel Disease with Residual Networks},
journal = {CoRR},
volume = {abs/1909.00276},
year = {2019},
url = {http://arxiv.org/abs/1909.00276},
eprinttype = {arXiv},
eprint = {1909.00276},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02480,
author = {Giulio Jiang and
Bernhard Kainz},
title = {One Shot Radiance: Global Illumination Using Convolutional Autoencoders},
journal = {CoRR},
volume = {abs/1910.02480},
year = {2019},
url = {http://arxiv.org/abs/1910.02480},
eprinttype = {arXiv},
eprint = {1910.02480},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02923,
author = {Samuel Budd and
Emma C. Robinson and
Bernhard Kainz},
title = {A Survey on Active Learning and Human-in-the-Loop Deep Learning for
Medical Image Analysis},
journal = {CoRR},
volume = {abs/1910.02923},
year = {2019},
url = {http://arxiv.org/abs/1910.02923},
eprinttype = {arXiv},
eprint = {1910.02923},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/OktayFKHBCCMDOK18,
author = {Ozan Oktay and
Enzo Ferrante and
Konstantinos Kamnitsas and
Mattias P. Heinrich and
Wenjia Bai and
Jose Caballero and
Stuart A. Cook and
Antonio de Marvao and
Timothy Dawes and
Declan P. O'Regan and
Bernhard Kainz and
Ben Glocker and
Daniel Rueckert},
title = {Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac
Image Enhancement and Segmentation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {37},
number = {2},
pages = {384--395},
year = {2018},
url = {https://doi.org/10.1109/TMI.2017.2743464},
doi = {10.1109/TMI.2017.2743464},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/OktayFKHBCCMDOK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HouKAMDRHRGK18,
author = {Benjamin Hou and
Bishesh Khanal and
Amir Alansary and
Steven G. McDonagh and
Alice Davidson and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert and
Ben Glocker and
Bernhard Kainz},
title = {3-D Reconstruction in Canonical Co-Ordinate Space From Arbitrarily
Oriented 2-D Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {37},
number = {8},
pages = {1737--1750},
year = {2018},
url = {https://doi.org/10.1109/TMI.2018.2798801},
doi = {10.1109/TMI.2018.2798801},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/HouKAMDRHRGK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/SinclairBMBMLSK18,
author = {Matthew Sinclair and
Christian F. Baumgartner and
Jacqueline Matthew and
Wenjia Bai and
Juan Cerrolaza Martinez and
Yuanwei Li and
Sandra Smith and
Caroline L. Knight and
Bernhard Kainz and
Joseph V. Hajnal and
Andrew P. King and
Daniel Rueckert},
title = {Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound
Using Fully Convolutional Neural Networks},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {714--717},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8512278},
doi = {10.1109/EMBC.2018.8512278},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/SinclairBMBMLSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MengBSHRGHTZTMR18,
author = {Qingjie Meng and
Christian F. Baumgartner and
Matthew Sinclair and
James Housden and
Martin Rajchl and
Alberto G{\'{o}}mez and
Benjamin Hou and
Nicolas Toussaint and
Veronika A. M. Zimmer and
Jeremy Tan and
Jacqueline Matthew and
Daniel Rueckert and
Julia A. Schnabel and
Bernhard Kainz},
editor = {Andrew Melbourne and
Roxane Licandro and
Matthew D. DiFranco and
Paolo Rota and
Melanie Gau and
Martin Kampel and
Rosalind Aughwane and
Pim Moeskops and
Ernst Schwartz and
Emma C. Robinson and
Antonios Makropoulos},
title = {Automatic Shadow Detection in 2D Ultrasound Images},
booktitle = {Data Driven Treatment Response Assessment - and - Preterm, Perinatal,
and Paediatric Image Analysis - First International Workshop, {DATRA}
2018 - and - Third International Workshop, {PIPPI} 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11076},
pages = {66--75},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00807-9\_7},
doi = {10.1007/978-3-030-00807-9\_7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MengBSHRGHTZTMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KhanalGTMZSMGWG18,
author = {Bishesh Khanal and
Alberto G{\'{o}}mez and
Nicolas Toussaint and
Steven G. McDonagh and
Veronika A. M. Zimmer and
Emily Skelton and
Jacqueline Matthew and
Daniel Grzech and
Robert Wright and
Chandni Gupta and
Benjamin Hou and
Daniel Rueckert and
Julia A. Schnabel and
Bernhard Kainz},
editor = {Andrew Melbourne and
Roxane Licandro and
Matthew D. DiFranco and
Paolo Rota and
Melanie Gau and
Martin Kampel and
Rosalind Aughwane and
Pim Moeskops and
Ernst Schwartz and
Emma C. Robinson and
Antonios Makropoulos},
title = {EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand
Ultrasound Imaging Without External Trackers},
booktitle = {Data Driven Treatment Response Assessment - and - Preterm, Perinatal,
and Paediatric Image Analysis - First International Workshop, {DATRA}
2018 - and - Third International Workshop, {PIPPI} 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11076},
pages = {117--127},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00807-9\_12},
doi = {10.1007/978-3-030-00807-9\_12},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KhanalGTMZSMGWG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlansaryFVOLBPG18,
author = {Amir Alansary and
Lo{\"{\i}}c Le Folgoc and
Ghislain Vaillant and
Ozan Oktay and
Yuanwei Li and
Wenjia Bai and
Jonathan Passerat{-}Palmbach and
Ricardo Guerrero and
Konstantinos Kamnitsas and
Benjamin Hou and
Steven G. McDonagh and
Ben Glocker and
Bernhard Kainz and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Automatic View Planning with Multi-scale Deep Reinforcement Learning
Agents},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11070},
pages = {277--285},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_32},
doi = {10.1007/978-3-030-00928-1\_32},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AlansaryFVOLBPG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CerrolazaLBGSMK18,
author = {Juan J. Cerrolaza and
Yuanwei Li and
Carlo Biffi and
Alberto G{\'{o}}mez and
Matthew Sinclair and
Jacqueline Matthew and
Caronline Knight and
Bernhard Kainz and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative
Networks},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11070},
pages = {383--391},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_44},
doi = {10.1007/978-3-030-00928-1\_44},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CerrolazaLBGSMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiKHACSMGKKR18,
author = {Yuanwei Li and
Bishesh Khanal and
Benjamin Hou and
Amir Alansary and
Juan J. Cerrolaza and
Matthew Sinclair and
Jacqueline Matthew and
Chandni Gupta and
Caroline L. Knight and
Bernhard Kainz and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative
Transformation Network},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11070},
pages = {392--400},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_45},
doi = {10.1007/978-3-030-00928-1\_45},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiKHACSMGKKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiACKSMGKKR18,
author = {Yuanwei Li and
Amir Alansary and
Juan J. Cerrolaza and
Bishesh Khanal and
Matthew Sinclair and
Jacqueline Matthew and
Chandni Gupta and
Caroline L. Knight and
Bernhard Kainz and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Fast Multiple Landmark Localisation Using a Patch-Based Iterative
Network},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11070},
pages = {563--571},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_64},
doi = {10.1007/978-3-030-00928-1\_64},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiACKSMGKKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RobinsonOBVSAPZ18,
author = {Robert Robinson and
Ozan Oktay and
Wenjia Bai and
Vanya V. Valindria and
Mihir M. Sanghvi and
Nay Aung and
Jos{\'{e}} Miguel Paiva and
Filip Zemrak and
Kenneth Fung and
Elena Lukaschuk and
Aaron M. Lee and
Valentina Carapella and
Young Jin Kim and
Bernhard Kainz and
Stefan K. Piechnik and
Stefan Neubauer and
Steffen E. Petersen and
Chris Page and
Daniel Rueckert and
Ben Glocker},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Real-Time Prediction of Segmentation Quality},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11073},
pages = {578--585},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00937-3\_66},
doi = {10.1007/978-3-030-00937-3\_66},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RobinsonOBVSAPZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HouMKLAMHRGK18,
author = {Benjamin Hou and
Nina Miolane and
Bishesh Khanal and
Matthew C. H. Lee and
Amir Alansary and
Steven G. McDonagh and
Joseph V. Hajnal and
Daniel Rueckert and
Ben Glocker and
Bernhard Kainz},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Computing {CNN} Loss and Gradients for Pose Estimation with Riemannian
Geometry},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11070},
pages = {756--764},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_85},
doi = {10.1007/978-3-030-00928-1\_85},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HouMKLAMHRGK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TannoMAOMAOMKH18,
author = {Ryutaro Tanno and
Antonios Makropoulos and
Salim Arslan and
Ozan Oktay and
Sven Mischkewitz and
Fouad Al{-}Noor and
Jonas Oppenheimer and
Ramin Mandegaran and
Bernhard Kainz and
Mattias P. Heinrich},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis
in Deep Vein Thrombosis Ultrasound Diagnostics},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11071},
pages = {905--912},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00934-2\_100},
doi = {10.1007/978-3-030-00934-2\_100},
timestamp = {Sat, 09 Apr 2022 12:46:25 +0200},
biburl = {https://dblp.org/rec/conf/miccai/TannoMAOMAOMKH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2018rambo,
editor = {Danail Stoyanov and
Zeike Taylor and
Bernhard Kainz and
Gabriel Maicas and
Reinhard R. Beichel and
Anne L. Martel and
Lena Maier{-}Hein and
Kanwal K. Bhatia and
Tom Vercauteren and
Ozan Oktay and
Gustavo Carneiro and
Andrew P. Bradley and
Jacinto C. Nascimento and
Hang Min and
Matthew S. Brown and
Colin Jacobs and
Bianca Lassen{-}Schmidt and
Kensaku Mori and
Jens Petersen and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Alexander Schmidt{-}Richberg and
Catarina Veiga},
title = {Image Analysis for Moving Organ, Breast, and Thoracic Images - Third
International Workshop, {RAMBO} 2018, Fourth International Workshop,
{BIA} 2018, and First International Workshop, {TIA} 2018, Held in
Conjunction with {MICCAI} 2018, Granada, Spain, September 16 and 20,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11040},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00946-5},
doi = {10.1007/978-3-030-00946-5},
isbn = {978-3-030-00945-8},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2018rambo.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-01693,
author = {Keyang Zhou and
Bernhard Kainz},
title = {Efficient Image Evidence Analysis of {CNN} Classification Results},
journal = {CoRR},
volume = {abs/1801.01693},
year = {2018},
url = {http://arxiv.org/abs/1801.01693},
eprinttype = {arXiv},
eprint = {1801.01693},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-01693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03999,
author = {Ozan Oktay and
Jo Schlemper and
Lo{\"{\i}}c Le Folgoc and
Matthew C. H. Lee and
Mattias P. Heinrich and
Kazunari Misawa and
Kensaku Mori and
Steven G. McDonagh and
Nils Y. Hammerla and
Bernhard Kainz and
Ben Glocker and
Daniel Rueckert},
title = {Attention U-Net: Learning Where to Look for the Pancreas},
journal = {CoRR},
volume = {abs/1804.03999},
year = {2018},
url = {http://arxiv.org/abs/1804.03999},
eprinttype = {arXiv},
eprint = {1804.03999},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05338,
author = {Jo Schlemper and
Ozan Oktay and
Liang Chen and
Jacqueline Matthew and
Caroline L. Knight and
Bernhard Kainz and
Ben Glocker and
Daniel Rueckert},
title = {Attention-Gated Networks for Improving Ultrasound Scan Plane Detection},
journal = {CoRR},
volume = {abs/1804.05338},
year = {2018},
url = {http://arxiv.org/abs/1804.05338},
eprinttype = {arXiv},
eprint = {1804.05338},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09102,
author = {Matthew Sinclair and
Christian F. Baumgartner and
Jacqueline Matthew and
Wenjia Bai and
Juan Cerrolaza Martinez and
Yuanwei Li and
Sandra Smith and
Caroline L. Knight and
Bernhard Kainz and
Joseph V. Hajnal and
Andrew P. King and
Daniel Rueckert},
title = {Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound
Using Fully Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1804.09102},
year = {2018},
url = {http://arxiv.org/abs/1804.09102},
eprinttype = {arXiv},
eprint = {1804.09102},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01026,
author = {Benjamin Hou and
Nina Miolane and
Bishesh Khanal and
Matthew C. H. Lee and
Amir Alansary and
Steven G. McDonagh and
Joseph V. Hajnal and
Daniel Rueckert and
Ben Glocker and
Bernhard Kainz},
title = {Computing {CNN} Loss and Gradients for Pose Estimation with Riemannian
Geometry},
journal = {CoRR},
volume = {abs/1805.01026},
year = {2018},
url = {http://arxiv.org/abs/1805.01026},
eprinttype = {arXiv},
eprint = {1805.01026},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-03228,
author = {Amir Alansary and
Lo{\"{\i}}c Le Folgoc and
Ghislain Vaillant and
Ozan Oktay and
Yuanwei Li and
Wenjia Bai and
Jonathan Passerat{-}Palmbach and
Ricardo Guerrero and
Konstantinos Kamnitsas and
Benjamin Hou and
Steven G. McDonagh and
Ben Glocker and
Bernhard Kainz and
Daniel Rueckert},
title = {Automatic View Planning with Multi-scale Deep Reinforcement Learning
Agents},
journal = {CoRR},
volume = {abs/1806.03228},
year = {2018},
url = {http://arxiv.org/abs/1806.03228},
eprinttype = {arXiv},
eprint = {1806.03228},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-03228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06244,
author = {Robert Robinson and
Ozan Oktay and
Wenjia Bai and
Vanya V. Valindria and
Mihir Sanghvi and
Nay Aung and
Jos{\'{e}} Miguel Paiva and
Filip Zemrak and
Kenneth Fung and
Elena Lukaschuk and
Aaron M. Lee and
Valentina Carapella and
Young Jin Kim and
Bernhard Kainz and
Stefan K. Piechnik and
Stefan Neubauer and
Steffen E. Petersen and
Chris Page and
Daniel Rueckert and
Ben Glocker},
title = {Real-time Prediction of Segmentation Quality},
journal = {CoRR},
volume = {abs/1806.06244},
year = {2018},
url = {http://arxiv.org/abs/1806.06244},
eprinttype = {arXiv},
eprint = {1806.06244},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06987,
author = {Yuanwei Li and
Amir Alansary and
Juan J. Cerrolaza and
Bishesh Khanal and
Matthew Sinclair and
Jacqueline Matthew and
Chandni Gupta and
Caroline L. Knight and
Bernhard Kainz and
Daniel Rueckert},
title = {Fast Multiple Landmark Localisation Using a Patch-based Iterative
Network},
journal = {CoRR},
volume = {abs/1806.06987},
year = {2018},
url = {http://arxiv.org/abs/1806.06987},
eprinttype = {arXiv},
eprint = {1806.06987},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07486,
author = {Yuanwei Li and
Bishesh Khanal and
Benjamin Hou and
Amir Alansary and
Juan J. Cerrolaza and
Matthew Sinclair and
Jacqueline Matthew and
Chandni Gupta and
Caroline L. Knight and
Bernhard Kainz and
Daniel Rueckert},
title = {Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative
Transformation Network},
journal = {CoRR},
volume = {abs/1806.07486},
year = {2018},
url = {http://arxiv.org/abs/1806.07486},
eprinttype = {arXiv},
eprint = {1806.07486},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-10583,
author = {Bishesh Khanal and
Alberto G{\'{o}}mez and
Nicolas Toussaint and
Steven G. McDonagh and
Veronika A. Zimmer and
Emily Skelton and
Jacqueline Matthew and
Daniel Grzech and
Robert Wright and
Chandni Gupta and
Benjamin Hou and
Daniel Rueckert and
Julia A. Schnabel and
Bernhard Kainz},
title = {EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand
Ultrasound Imaging without External Trackers},
journal = {CoRR},
volume = {abs/1807.10583},
year = {2018},
url = {http://arxiv.org/abs/1807.10583},
eprinttype = {arXiv},
eprint = {1807.10583},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-10583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08114,
author = {Jo Schlemper and
Ozan Oktay and
Michiel Schaap and
Mattias P. Heinrich and
Bernhard Kainz and
Ben Glocker and
Daniel Rueckert},
title = {Attention Gated Networks: Learning to Leverage Salient Regions in
Medical Images},
journal = {CoRR},
volume = {abs/1808.08114},
year = {2018},
url = {http://arxiv.org/abs/1808.08114},
eprinttype = {arXiv},
eprint = {1808.08114},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10780,
author = {Daniel Coelho de Castro and
Jeremy Tan and
Bernhard Kainz and
Ender Konukoglu and
Ben Glocker},
title = {Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation
Learning},
journal = {CoRR},
volume = {abs/1809.10780},
year = {2018},
url = {http://arxiv.org/abs/1809.10780},
eprinttype = {arXiv},
eprint = {1809.10780},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08164,
author = {Qingjie Meng and
Matthew Sinclair and
Veronika A. M. Zimmer and
Benjamin Hou and
Martin Rajchl and
Nicolas Toussaint and
Alberto G{\'{o}}mez and
James Housden and
Jacqueline Matthew and
Daniel Rueckert and
Julia A. Schnabel and
Bernhard Kainz},
title = {Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound
Imaging},
journal = {CoRR},
volume = {abs/1811.08164},
year = {2018},
url = {http://arxiv.org/abs/1811.08164},
eprinttype = {arXiv},
eprint = {1811.08164},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/RajchlLOKPBDRHK17,
author = {Martin Rajchl and
Matthew C. H. Lee and
Ozan Oktay and
Konstantinos Kamnitsas and
Jonathan Passerat{-}Palmbach and
Wenjia Bai and
Mellisa Damodaram and
Mary A. Rutherford and
Joseph V. Hajnal and
Bernhard Kainz and
Daniel Rueckert},
title = {DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional
Neural Networks},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {2},
pages = {674--683},
year = {2017},
url = {https://doi.org/10.1109/TMI.2016.2621185},
doi = {10.1109/TMI.2016.2621185},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/RajchlLOKPBDRHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AlansaryRMMDLDR17,
author = {Amir Alansary and
Martin Rajchl and
Steven G. McDonagh and
Maria Murgasova and
Mellisa Damodaram and
David F. A. Lloyd and
Alice Davidson and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert and
Bernhard Kainz},
title = {{PVR:} Patch-to-Volume Reconstruction for Large Area Motion Correction
of Fetal {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {10},
pages = {2031--2044},
year = {2017},
url = {https://doi.org/10.1109/TMI.2017.2737081},
doi = {10.1109/TMI.2017.2737081},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AlansaryRMMDLDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BaumgartnerKMFS17,
author = {Christian F. Baumgartner and
Konstantinos Kamnitsas and
Jacqueline Matthew and
Tara P. Fletcher and
Sandra Smith and
Lisa M. Koch and
Bernhard Kainz and
Daniel Rueckert},
title = {SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan
Planes in Freehand Ultrasound},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {11},
pages = {2204--2215},
year = {2017},
url = {https://doi.org/10.1109/TMI.2017.2712367},
doi = {10.1109/TMI.2017.2712367},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BaumgartnerKMFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/MiaoMKADLDSHHRP17,
author = {Haichao Miao and
Gabriel Mistelbauer and
Alexey Karimov and
Amir Alansary and
Alice Davidson and
David F. A. Lloyd and
Mellisa Damodaram and
Lisa Story and
Jana Hutter and
Joseph V. Hajnal and
Mary A. Rutherford and
Bernhard Preim and
Bernhard Kainz and
M. Eduard Gr{\"{o}}ller},
title = {Placenta Maps: In Utero Placental Health Assessment of the Human Fetus},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {23},
number = {6},
pages = {1612--1623},
year = {2017},
url = {https://doi.org/10.1109/TVCG.2017.2674938},
doi = {10.1109/TVCG.2017.2674938},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/MiaoMKADLDSHHRP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurographics/ToisoulRK17,
author = {Antoine Toisoul and
Daniel Rueckert and
Bernhard Kainz},
editor = {Jean{-}Jacques Bourdin and
Amit Shesh},
title = {Accessible {GLSL} Shader Programming},
booktitle = {38th Annual Conference of the European Association for Computer Graphics,
Eurographics 2017 - Education Papers, Lyon, France, April 24-28, 2017},
pages = {35--42},
publisher = {Eurographics Association},
year = {2017},
url = {https://doi.org/10.2312/eged.20171024},
doi = {10.2312/EGED.20171024},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurographics/ToisoulRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CerrolazaOGMKKR17,
author = {Juan J. Cerrolaza and
Ozan Oktay and
Alberto G{\'{o}}mez and
Jacqueline Matthew and
Caroline L. Knight and
Bernhard Kainz and
Daniel Rueckert},
editor = {M. Jorge Cardoso and
Tal Arbel and
Andrew Melbourne and
Hrvoje Bogunovic and
Pim Moeskops and
Xinjian Chen and
Ernst Schwartz and
Mona Kathryn Garvin and
Emma C. Robinson and
Emanuele Trucco and
Michael Ebner and
Yanwu Xu and
Antonios Makropoulos and
Adrien E. Desjardins and
Tom Vercauteren},
title = {Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic
Random Forest},
booktitle = {Fetal, Infant and Ophthalmic Medical Image Analysis - International
Workshop, {FIFI} 2017, and 4th International Workshop, {OMIA} 2017,
Held in Conjunction with {MICCAI} 2017, Qu{\'{e}}bec City, QC,
Canada, September 14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10554},
pages = {25--32},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67561-9\_3},
doi = {10.1007/978-3-319-67561-9\_3},
timestamp = {Fri, 18 Mar 2022 08:05:49 +0100},
biburl = {https://dblp.org/rec/conf/miccai/CerrolazaOGMKKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/McDonaghHAOKRHK17,
author = {Steven G. McDonagh and
Benjamin Hou and
Amir Alansary and
Ozan Oktay and
Konstantinos Kamnitsas and
Mary A. Rutherford and
Joseph V. Hajnal and
Bernhard Kainz},
editor = {M. Jorge Cardoso and
Tal Arbel and
Fei Gao and
Bernhard Kainz and
Theo van Walsum and
Kuangyu Shi and
Kanwal K. Bhatia and
Roman Peter and
Tom Vercauteren and
Mauricio Reyes and
Adrian V. Dalca and
Roland Wiest and
Wiro J. Niessen and
Bart J. Emmer},
title = {Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance
Imaging},
booktitle = {Molecular Imaging, Reconstruction and Analysis of Moving Body Organs,
and Stroke Imaging and Treatment - Fifth International Workshop, {CMMI}
2017, Second International Workshop, {RAMBO} 2017, and First International
Workshop, {SWITCH} 2017, Held in Conjunction with {MICCAI} 2017, Qu{\'{e}}bec
City, QC, Canada, September 14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10555},
pages = {116--126},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67564-0\_12},
doi = {10.1007/978-3-319-67564-0\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/McDonaghHAOKRHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HouAMDRHRGK17,
author = {Benjamin Hou and
Amir Alansary and
Steven G. McDonagh and
Alice Davidson and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert and
Ben Glocker and
Bernhard Kainz},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Predicting Slice-to-Volume Transformation in Presence of Arbitrary
Subject Motion},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10434},
pages = {296--304},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66185-8\_34},
doi = {10.1007/978-3-319-66185-8\_34},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HouAMDRHRGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KamnitsasBFMSPR17,
author = {Konstantinos Kamnitsas and
Wenjia Bai and
Enzo Ferrante and
Steven G. McDonagh and
Matthew Sinclair and
Nick Pawlowski and
Martin Rajchl and
Matthew C. H. Lee and
Bernhard Kainz and
Daniel Rueckert and
Ben Glocker},
editor = {Alessandro Crimi and
Spyridon Bakas and
Hugo J. Kuijf and
Bjoern H. Menze and
Mauricio Reyes},
title = {Ensembles of Multiple Models and Architectures for Robust Brain Tumour
Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - Third International Workshop, BrainLes 2017, Held in Conjunction
with {MICCAI} 2017, Quebec City, QC, Canada, September 14, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10670},
pages = {450--462},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-75238-9\_38},
doi = {10.1007/978-3-319-75238-9\_38},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KamnitsasBFMSPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2016rambo,
editor = {Maria A. Zuluaga and
Kanwal K. Bhatia and
Bernhard Kainz and
Mehdi Hedjazi Moghari and
Danielle F. Pace},
title = {Reconstruction, Segmentation, and Analysis of Medical Images - First
International Workshops, {RAMBO} 2016 and {HVSMR} 2016, Held in Conjunction
with {MICCAI} 2016, Athens, Greece, October 17, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10129},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-52280-7},
doi = {10.1007/978-3-319-52280-7},
isbn = {978-3-319-52279-1},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2016rambo.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2017cmmi,
editor = {M. Jorge Cardoso and
Tal Arbel and
Fei Gao and
Bernhard Kainz and
Theo van Walsum and
Kuangyu Shi and
Kanwal K. Bhatia and
Roman Peter and
Tom Vercauteren and
Mauricio Reyes and
Adrian V. Dalca and
Roland Wiest and
Wiro J. Niessen and
Bart J. Emmer},
title = {Molecular Imaging, Reconstruction and Analysis of Moving Body Organs,
and Stroke Imaging and Treatment - Fifth International Workshop, {CMMI}
2017, Second International Workshop, {RAMBO} 2017, and First International
Workshop, {SWITCH} 2017, Held in Conjunction with {MICCAI} 2017, Qu{\'{e}}bec
City, QC, Canada, September 14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10555},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67564-0},
doi = {10.1007/978-3-319-67564-0},
isbn = {978-3-319-67563-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2017cmmi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouAMRGK17,
author = {Benjamin Hou and
Amir Alansary and
Steven G. McDonagh and
Daniel Rueckert and
Ben Glocker and
Bernhard Kainz},
title = {Predicting Slice-to-Volume Transformation in Presence of Arbitrary
Subject Motion},
journal = {CoRR},
volume = {abs/1702.08891},
year = {2017},
url = {http://arxiv.org/abs/1702.08891},
eprinttype = {arXiv},
eprint = {1702.08891},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HouAMRGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/McDonaghHKOARHK17,
author = {Steven G. McDonagh and
Benjamin Hou and
Konstantinos Kamnitsas and
Ozan Oktay and
Amir Alansary and
Mary A. Rutherford and
Joseph V. Hajnal and
Bernhard Kainz},
title = {Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance
Imaging},
journal = {CoRR},
volume = {abs/1703.00035},
year = {2017},
url = {http://arxiv.org/abs/1703.00035},
eprinttype = {arXiv},
eprint = {1703.00035},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/McDonaghHKOARHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OktayFKHBCGCMDO17,
author = {Ozan Oktay and
Enzo Ferrante and
Konstantinos Kamnitsas and
Mattias P. Heinrich and
Wenjia Bai and
Jose Caballero and
Ricardo Guerrero and
Stuart A. Cook and
Antonio de Marvao and
Timothy Dawes and
Declan P. O'Regan and
Bernhard Kainz and
Ben Glocker and
Daniel Rueckert},
title = {Anatomically Constrained Neural Networks {(ACNN):} Application to
Cardiac Image Enhancement and Segmentation},
journal = {CoRR},
volume = {abs/1705.08302},
year = {2017},
url = {http://arxiv.org/abs/1705.08302},
eprinttype = {arXiv},
eprint = {1705.08302},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OktayFKHBCGCMDO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06341,
author = {Benjamin Hou and
Bishesh Khanal and
Amir Alansary and
Steven G. McDonagh and
Alice Davidson and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert and
Ben Glocker and
Bernhard Kainz},
title = {3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily
Oriented 2D Images},
journal = {CoRR},
volume = {abs/1709.06341},
year = {2017},
url = {http://arxiv.org/abs/1709.06341},
eprinttype = {arXiv},
eprint = {1709.06341},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09289,
author = {Wenjia Bai and
Matthew Sinclair and
Giacomo Tarroni and
Ozan Oktay and
Martin Rajchl and
Ghislain Vaillant and
Aaron M. Lee and
Nay Aung and
Elena Lukaschuk and
Mihir M. Sanghvi and
Filip Zemrak and
Kenneth Fung and
Jos{\'{e}} Miguel Paiva and
Valentina Carapella and
Young Jin Kim and
Hideaki Suzuki and
Bernhard Kainz and
Paul M. Matthews and
Steffen E. Petersen and
Stefan K. Piechnik and
Stefan Neubauer and
Ben Glocker and
Daniel Rueckert},
title = {Human-level {CMR} image analysis with deep fully convolutional networks},
journal = {CoRR},
volume = {abs/1710.09289},
year = {2017},
url = {http://arxiv.org/abs/1710.09289},
eprinttype = {arXiv},
eprint = {1710.09289},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01468,
author = {Konstantinos Kamnitsas and
Wenjia Bai and
Enzo Ferrante and
Steven G. McDonagh and
Matthew Sinclair and
Nick Pawlowski and
Martin Rajchl and
Matthew C. H. Lee and
Bernhard Kainz and
Daniel Rueckert and
Ben Glocker},
title = {Ensembles of Multiple Models and Architectures for Robust Brain Tumour
Segmentation},
journal = {CoRR},
volume = {abs/1711.01468},
year = {2017},
url = {http://arxiv.org/abs/1711.01468},
eprinttype = {arXiv},
eprint = {1711.01468},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06853,
author = {Nick Pawlowski and
Sofia Ira Ktena and
Matthew C. H. Lee and
Bernhard Kainz and
Daniel Rueckert and
Ben Glocker and
Martin Rajchl},
title = {{DLTK:} State of the Art Reference Implementations for Deep Learning
on Medical Images},
journal = {CoRR},
volume = {abs/1711.06853},
year = {2017},
url = {http://arxiv.org/abs/1711.06853},
eprinttype = {arXiv},
eprint = {1711.06853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/RueckertGK16,
author = {Daniel Rueckert and
Ben Glocker and
Bernhard Kainz},
title = {Learning clinically useful information from images: Past, present
and future},
journal = {Medical Image Anal.},
volume = {33},
pages = {13--18},
year = {2016},
url = {https://doi.org/10.1016/j.media.2016.06.009},
doi = {10.1016/J.MEDIA.2016.06.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/RueckertGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaumgartnerKMSK16,
author = {Christian F. Baumgartner and
Konstantinos Kamnitsas and
Jacqueline Matthew and
Sandra Smith and
Bernhard Kainz and
Daniel Rueckert},
editor = {S{\'{e}}bastien Ourselin and
Leo Joskowicz and
Mert R. Sabuncu and
G{\"{o}}zde B. {\"{U}}nal and
William M. Wells III},
title = {Real-Time Standard Scan Plane Detection and Localisation in Fetal
Ultrasound Using Fully Convolutional Neural Networks},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9901},
pages = {203--211},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46723-8\_24},
doi = {10.1007/978-3-319-46723-8\_24},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BaumgartnerKMSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlansaryKDKRMRH16,
author = {Amir Alansary and
Konstantinos Kamnitsas and
Alice Davidson and
Rostislav Khlebnikov and
Martin Rajchl and
Christina Malamateniou and
Mary A. Rutherford and
Joseph V. Hajnal and
Ben Glocker and
Daniel Rueckert and
Bernhard Kainz},
editor = {S{\'{e}}bastien Ourselin and
Leo Joskowicz and
Mert R. Sabuncu and
G{\"{o}}zde B. {\"{U}}nal and
William M. Wells III},
title = {Fast Fully Automatic Segmentation of the Human Placenta from Motion
Corrupted {MRI}},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9901},
pages = {589--597},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46723-8\_68},
doi = {10.1007/978-3-319-46723-8\_68},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AlansaryKDKRMRH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vissym/KainzLAKKRRRH16,
author = {Bernhard Kainz and
David F. A. Lloyd and
Amir Alansary and
Maria Kuklisova{-}Murgasova and
Rostislav Khlebnikov and
Daniel Rueckert and
Mary A. Rutherford and
Reza Razavi and
Joseph V. Hajnal},
editor = {Kai Lawonn and
Mario Hlawitschka and
Paul Rosenthal},
title = {High-Performance Motion Correction of Fetal {MRI}},
booktitle = {4th EuroVis Workshop on Reproducibility, Verification, and Validation
in Visualization, EuroRV{\({^3}\)}@EuroVis 2016, Groningen, The Netherlands,
June 6-7, 2016},
pages = {5--7},
publisher = {Eurographics Association},
year = {2016},
url = {https://doi.org/10.2312/eurorv3.20161108},
doi = {10.2312/EURORV3.20161108},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vissym/KainzLAKKRRRH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RajchlLOKPBKR16,
author = {Martin Rajchl and
Matthew C. H. Lee and
Ozan Oktay and
Konstantinos Kamnitsas and
Jonathan Passerat{-}Palmbach and
Wenjia Bai and
Bernhard Kainz and
Daniel Rueckert},
title = {DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1605.07866},
year = {2016},
url = {http://arxiv.org/abs/1605.07866},
eprinttype = {arXiv},
eprint = {1605.07866},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RajchlLOKPBKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RajchlLSDPTAOKR16,
author = {Martin Rajchl and
Matthew C. H. Lee and
Franklin Schrans and
Alice Davidson and
Jonathan Passerat{-}Palmbach and
Giacomo Tarroni and
Amir Alansary and
Ozan Oktay and
Bernhard Kainz and
Daniel Rueckert},
title = {Learning under Distributed Weak Supervision},
journal = {CoRR},
volume = {abs/1606.01100},
year = {2016},
url = {http://arxiv.org/abs/1606.01100},
eprinttype = {arXiv},
eprint = {1606.01100},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RajchlLSDPTAOKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlansaryKRMDLDM16,
author = {Amir Alansary and
Bernhard Kainz and
Martin Rajchl and
Maria Murgasova and
Mellisa Damodaram and
David F. A. Lloyd and
Alice Davidson and
Steven G. McDonagh and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert},
title = {{PVR:} Patch-to-Volume Reconstruction for Large Area Motion Correction
of Fetal {MRI}},
journal = {CoRR},
volume = {abs/1611.07289},
year = {2016},
url = {http://arxiv.org/abs/1611.07289},
eprinttype = {arXiv},
eprint = {1611.07289},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlansaryKRMDLDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaumgartnerKMFS16,
author = {Christian F. Baumgartner and
Konstantinos Kamnitsas and
Jacqueline Matthew and
Tara P. Fletcher and
Sandra Smith and
Lisa M. Koch and
Bernhard Kainz and
Daniel Rueckert},
title = {Real-Time Detection and Localisation of Fetal Standard Scan Planes
in 2D Freehand Ultrasound},
journal = {CoRR},
volume = {abs/1612.05601},
year = {2016},
url = {http://arxiv.org/abs/1612.05601},
eprinttype = {arXiv},
eprint = {1612.05601},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaumgartnerKMFS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/KainzSWKMKTRAHR15,
author = {Bernhard Kainz and
Markus Steinberger and
Wolfgang Wein and
Maria Kuklisova{-}Murgasova and
Christina Malamateniou and
Kevin Keraudren and
Thomas Torsney{-}Weir and
Mary A. Rutherford and
Paul Aljabar and
Joseph V. Hajnal and
Daniel Rueckert},
title = {Fast Volume Reconstruction From Motion Corrupted Stacks of 2D Slices},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {9},
pages = {1901--1913},
year = {2015},
url = {https://doi.org/10.1109/TMI.2015.2415453},
doi = {10.1109/TMI.2015.2415453},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/KainzSWKMKTRAHR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/EggerBBSGSVDHKC15,
author = {Jan Egger and
Harald Busse and
Philipp Brandmaier and
Daniel Seider and
Matthias Gawlitza and
Steffen Strocka and
Philip Voglreiter and
Mark Dokter and
Michael Hofmann and
Bernhard Kainz and
Xiaojun Chen and
Alexander Hann and
Pedro Boechat and
Wei Yu and
Bernd Freisleben and
Tuomas Alhonnoro and
Mika Pollari and
Michael Moche and
Dieter Schmalstieg},
title = {RFA-cut: Semi-automatic segmentation of radiofrequency ablation zones
with and without needles via optimal s-t-cuts},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {2423--2429},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7318883},
doi = {10.1109/EMBC.2015.7318883},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/EggerBBSGSVDHKC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlansaryLKKMRHG15,
author = {Amir Alansary and
Matthew C. H. Lee and
Kevin Keraudren and
Bernhard Kainz and
Christina Malamateniou and
Mary A. Rutherford and
Joseph V. Hajnal and
Ben Glocker and
Daniel Rueckert},
editor = {Kanwal K. Bhatia and
Herve Lombaert},
title = {Automatic Brain Localization in Fetal {MRI} Using Superpixel Graphs},
booktitle = {Machine Learning Meets Medical Imaging - First International Workshop,
{MLMMI} 2015, Held in Conjunction with {ICML} 2015, Lille, France,
July 11, 2015. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9487},
pages = {13--22},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27929-9\_2},
doi = {10.1007/978-3-319-27929-9\_2},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlansaryLKKMRHG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KainzMFMEKRHR15,
author = {Bernhard Kainz and
Christina Malamateniou and
Giulio Ferrazzi and
Maria Murgasova and
Jan Egger and
Kevin Keraudren and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert},
title = {Adaptive scan strategies for fetal {MRI} imaging using slice to volume
techniques},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {849--852},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164004},
doi = {10.1109/ISBI.2015.7164004},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KainzMFMEKRHR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KainzAMKRHR15,
author = {Bernhard Kainz and
Amir Alansary and
Christina Malamateniou and
Kevin Keraudren and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Flexible Reconstruction and Correction of Unpredictable Motion from
Stacks of 2D Images},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5-9,
2015, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9350},
pages = {555--562},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24571-3\_66},
doi = {10.1007/978-3-319-24571-3\_66},
timestamp = {Mon, 03 Jan 2022 22:36:38 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KainzAMKRHR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KeraudrenKOKRHR15,
author = {Kevin Keraudren and
Bernhard Kainz and
Ozan Oktay and
Vanessa Kyriakopoulou and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Automated Localization of Fetal Organs in {MRI} Using Random Forests
with Steerable Features},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5 -
9, 2015, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9351},
pages = {620--627},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24574-4\_74},
doi = {10.1007/978-3-319-24574-4\_74},
timestamp = {Mon, 03 Jan 2022 22:36:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KeraudrenKOKRHR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/BowlesNHMRHRK15,
author = {Christopher Bowles and
Niamh C. Nowlan and
Tayyib T. A. Hayat and
Christina Malamateniou and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert and
Bernhard Kainz},
editor = {S{\'{e}}bastien Ourselin and
Martin Andreas Styner},
title = {Machine learning for the automatic localisation of foetal body parts
in cine-MRI scans},
booktitle = {Medical Imaging 2015: Image Processing, Orlando, Florida, USA, February
24-26, 2015},
series = {{SPIE} Proceedings},
volume = {9413},
pages = {94130N},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2081669},
doi = {10.1117/12.2081669},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/BowlesNHMRHRK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EggerBBSGSVDHKH15,
author = {Jan Egger and
Harald Busse and
Philipp Brandmaier and
Daniel Seider and
Matthias Gawlitza and
Steffen Strocka and
Philip Voglreiter and
Mark Dokter and
Michael Hofmann and
Bernhard Kainz and
Alexander Hann and
Xiaojun Chen and
Tuomas Alhonnoro and
Mika Pollari and
Dieter Schmalstieg and
Michael Moche},
title = {Interactive Volumetry Of Liver Ablation Zones},
journal = {CoRR},
volume = {abs/1512.04582},
year = {2015},
url = {http://arxiv.org/abs/1512.04582},
eprinttype = {arXiv},
eprint = {1512.04582},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EggerBBSGSVDHKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/SteinbergerKKMWS14,
author = {Markus Steinberger and
Michael Kenzel and
Bernhard Kainz and
Joerg H. Mueller and
Peter Wonka and
Dieter Schmalstieg},
title = {Parallel generation of architecture on the {GPU}},
journal = {Comput. Graph. Forum},
volume = {33},
number = {2},
pages = {73--82},
year = {2014},
url = {https://doi.org/10.1111/cgf.12312},
doi = {10.1111/CGF.12312},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/SteinbergerKKMWS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/SteinbergerKKWS14,
author = {Markus Steinberger and
Michael Kenzel and
Bernhard Kainz and
Peter Wonka and
Dieter Schmalstieg},
title = {On-the-fly generation and rendering of infinite cities on the {GPU}},
journal = {Comput. Graph. Forum},
volume = {33},
number = {2},
pages = {105--114},
year = {2014},
url = {https://doi.org/10.1111/cgf.12315},
doi = {10.1111/CGF.12315},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/SteinbergerKKWS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/KhlebnikovVSKS14,
author = {Rostislav Khlebnikov and
Philip Voglreiter and
Markus Steinberger and
Bernhard Kainz and
Dieter Schmalstieg},
title = {Parallel Irradiance Caching for Interactive Monte-Carlo Direct Volume
Rendering},
journal = {Comput. Graph. Forum},
volume = {33},
number = {3},
pages = {61--70},
year = {2014},
url = {https://doi.org/10.1111/cgf.12362},
doi = {10.1111/CGF.12362},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/KhlebnikovVSKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/KeraudrenKKMRKHR14,
author = {Kevin Keraudren and
Maria Kuklisova{-}Murgasova and
Vanessa Kyriakopoulou and
Christina Malamateniou and
Mary A. Rutherford and
Bernhard Kainz and
Joseph V. Hajnal and
Daniel Rueckert},
title = {Automated fetal brain segmentation from 2D {MRI} slices for motion
correction},
journal = {NeuroImage},
volume = {101},
pages = {633--643},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2014.07.023},
doi = {10.1016/J.NEUROIMAGE.2014.07.023},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/KeraudrenKKMRKHR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KainzVSWMKPKSAHSFBMOPPRSMKSP14,
author = {Bernhard Kainz and
Philip Voglreiter and
Michael Sereinigg and
Iris Wiederstein{-}Grasser and
Ursula Mayrhauser and
Sonja Kostenbauer and
Mika Pollari and
Rostislav Khlebnikov and
Matthias Seise and
Tuomas Alhonnoro and
Yrj{\"{o}} H{\"{a}}me and
Daniel Seider and
Ronan Flanagan and
Claire Bost and
Judith Muehl and
David O'Neill and
Tingying Peng and
Stephen J. Payne and
Daniel Rueckert and
Dieter Schmalstieg and
Michael Moche and
Marina Kolesnik and
Philipp Stiegler and
Rupert H. Portugaller},
title = {High-resolution contrast enhanced multi-phase hepatic Computed Tomography
data fromaporcine Radio-Frequency Ablation study},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {81--84},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6867814},
doi = {10.1109/ISBI.2014.6867814},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KainzVSWMKPKSAHSFBMOPPRSMKSP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KainzKKRHR14,
author = {Bernhard Kainz and
Kevin Keraudren and
Vanessa Kyriakopoulou and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert},
title = {Fast fully automatic brain detection in fetal {MRI} using dense rotation
invariant image descriptors},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {1230--1233},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6868098},
doi = {10.1109/ISBI.2014.6868098},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/KainzKKRHR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KainzMMKRHR14,
author = {Bernhard Kainz and
Christina Malamateniou and
Maria Murgasova and
Kevin Keraudren and
Mary A. Rutherford and
Joseph V. Hajnal and
Daniel Rueckert},
editor = {Polina Golland and
Nobuhiko Hata and
Christian Barillot and
Joachim Hornegger and
Robert D. Howe},
title = {Motion Corrected 3D Reconstruction of the Fetal Thorax from Prenatal
{MRI}},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2014 - 17th International Conference, Boston, MA, USA, September 14-18,
2014, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8674},
pages = {284--291},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10470-6\_36},
doi = {10.1007/978-3-319-10470-6\_36},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KainzMMKRHR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/KhlebnikovKSS13,
author = {Rostislav Khlebnikov and
Bernhard Kainz and
Markus Steinberger and
Dieter Schmalstieg},
title = {Noise-Based Volume Rendering for the Visualization of Multivariate
Volumetric Data},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {19},
number = {12},
pages = {2926--2935},
year = {2013},
url = {https://doi.org/10.1109/TVCG.2013.180},
doi = {10.1109/TVCG.2013.180},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/KhlebnikovKSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cg/SteinbergerKHKKS12,
author = {Markus Steinberger and
Bernhard Kainz and
Stefan Hauswiesner and
Rostislav Khlebnikov and
Denis Kalkofen and
Dieter Schmalstieg},
title = {Ray prioritization using stylization and visual saliency},
journal = {Comput. Graph.},
volume = {36},
number = {6},
pages = {673--684},
year = {2012},
url = {https://doi.org/10.1016/j.cag.2012.03.037},
doi = {10.1016/J.CAG.2012.03.037},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cg/SteinbergerKHKKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/KhlebnikovKSSS12,
author = {Rostislav Khlebnikov and
Bernhard Kainz and
Markus Steinberger and
Marc Streit and
Dieter Schmalstieg},
title = {Procedural Texture Synthesis for Zoom-Independent Visualization of
Multivariate Data},
journal = {Comput. Graph. Forum},
volume = {31},
number = {3pt4},
pages = {1355--1364},
year = {2012},
url = {https://doi.org/10.1111/j.1467-8659.2012.03127.x},
doi = {10.1111/J.1467-8659.2012.03127.X},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/KhlebnikovKSSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/SteinbergerKKHKS12,
author = {Markus Steinberger and
Bernhard Kainz and
Bernhard Kerbl and
Stefan Hauswiesner and
Michael Kenzel and
Dieter Schmalstieg},
title = {Softshell: dynamic scheduling on GPUs},
journal = {{ACM} Trans. Graph.},
volume = {31},
number = {6},
pages = {161:1--161:11},
year = {2012},
url = {https://doi.org/10.1145/2366145.2366180},
doi = {10.1145/2366145.2366180},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/SteinbergerKKHKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KerblVKSSMSPK12,
author = {Bernhard Kerbl and
Philip Voglreiter and
Rostislav Khlebnikov and
Dieter Schmalstieg and
Daniel Seider and
Michael Moche and
Philipp Stiegler and
Rupert H. Portugaller and
Bernhard Kainz},
editor = {Klaus Drechsler and
Marius Erdt and
Marius George Linguraru and
Cristina Oyarzun Laura and
Karun Sharma and
Raj Shekhar and
Stefan Wesarg},
title = {Intervention Planning of Hepatocellular Carcinoma Radio-Frequency
Ablations},
booktitle = {Clinical Image-Based Procedures. From Planning to Intervention - International
Workshop, {CLIP} 2012, Held in Conjunction with {MICCAI} 2012, Nice,
France, October 5, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7761},
pages = {9--16},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-38079-2\_2},
doi = {10.1007/978-3-642-38079-2\_2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KerblVKSSMSPK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VoglreiterSSK12,
author = {Philip Voglreiter and
Markus Steinberger and
Dieter Schmalstieg and
Bernhard Kainz},
editor = {Joshua A. Levine and
Rasmus R. Paulsen and
Yongjie Zhang},
title = {Volumetric Real-Time Particle-Based Representation of Large Unstructured
Tetrahedral Polygon Meshes},
booktitle = {Mesh Processing in Medical Image Analysis 2012 - {MICCAI} 2012 International
Workshop, MeshMed 2012, Nice, France, October 1, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7599},
pages = {159--168},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33463-4\_16},
doi = {10.1007/978-3-642-33463-4\_16},
timestamp = {Tue, 21 Mar 2023 20:53:52 +0100},
biburl = {https://dblp.org/rec/conf/miccai/VoglreiterSSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vrst/KainzHRSGGVKSS12,
author = {Bernhard Kainz and
Stefan Hauswiesner and
Gerhard Reitmayr and
Markus Steinberger and
Rapha{\"{e}}l Grasset and
Lukas Gruber and
Eduardo E. Veas and
Denis Kalkofen and
Hartmut Seichter and
Dieter Schmalstieg},
editor = {Mark Green and
Wolfgang Stuerzlinger and
Marc Erich Latoschik and
Bill Kapralos},
title = {OmniKinect: real-time dense volumetric data acquisition and applications},
booktitle = {The 18th {ACM} Symposium on Virtual Reality Software and Technology,
{VRST} 2012, Toronto, ON, Canada - December 10-12, 2012},
pages = {25--32},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2407336.2407342},
doi = {10.1145/2407336.2407342},
timestamp = {Fri, 02 Dec 2022 08:27:09 +0100},
biburl = {https://dblp.org/rec/conf/vrst/KainzHRSGGVKSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:books/daglib/0029117,
author = {Bernhard Kainz},
title = {Ray-based Image Generation for Advanced Medical Applications},
school = {Universit{\"{a}}t Graz},
year = {2011},
timestamp = {Fri, 01 Jun 2012 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0029117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/KhlebnikovKMS11,
author = {Rostislav Khlebnikov and
Bernhard Kainz and
Judith Muehl and
Dieter Schmalstieg},
title = {Crepuscular Rays for Tumor Accessibility Planning},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {17},
number = {12},
pages = {2163--2172},
year = {2011},
url = {https://doi.org/10.1109/TVCG.2011.184},
doi = {10.1109/TVCG.2011.184},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/KhlebnikovKMS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurographics/KhlebnikovKRMS11,
author = {Rostislav Khlebnikov and
Bernhard Kainz and
Bernhard Roth and
Judith Muehl and
Dieter Schmalstieg},
editor = {Robert S. Laramee and
I. S. Lim},
title = {{GPU} Based On-the-fly Light Emission-absorption Approximation for
Direct Multi-volume Rendering},
booktitle = {32nd Annual Conference of the European Association for Computer Graphics,
Eurographics 2011 - Posters, Llandudno, UK, April 11-15, 2011},
pages = {11--12},
publisher = {Eurographics Association},
year = {2011},
url = {https://doi.org/10.2312/EG2011/posters/011-012},
doi = {10.2312/EG2011/POSTERS/011-012},
timestamp = {Thu, 02 Jul 2020 14:25:14 +0200},
biburl = {https://dblp.org/rec/conf/eurographics/KhlebnikovKRMS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KainzPSMSS11,
author = {Bernhard Kainz and
Rupert H. Portugaller and
Daniel Seider and
Michael Moche and
Philipp Stiegler and
Dieter Schmalstieg},
editor = {Cristian A. Linte and
John T. Moore and
Elvis C. S. Chen and
David R. Holmes III},
title = {Volume Visualization in the Clinical Practice},
booktitle = {Augmented Environments for Computer-Assisted Interventions - 6th International
Workshop, {AE-CAI} 2011, Held in Conjunction with {MICCAI} 2011, Toronto,
ON, Canada, September 22, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7264},
pages = {74--84},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-32630-1\_8},
doi = {10.1007/978-3-642-32630-1\_8},
timestamp = {Sat, 05 Sep 2020 18:06:07 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KainzPSMSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/npar/KainzSHKS11,
author = {Bernhard Kainz and
Markus Steinberger and
Stefan Hauswiesner and
Rostislav Khlebnikov and
Dieter Schmalstieg},
editor = {John P. Collomosse and
Paul Asente and
Stephen N. Spencer},
title = {Stylization-based ray prioritization for guaranteed frame rates},
booktitle = {9th International Symposium on Non-Photorealistic Animation and Rendering,
{NPAR} 2011, Vancouver, BC, Canada, August 5-7, 2011, Proceedings},
pages = {43--54},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2024676.2024685},
doi = {10.1145/2024676.2024685},
timestamp = {Fri, 14 Aug 2020 16:28:01 +0200},
biburl = {https://dblp.org/rec/conf/npar/KainzSHKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/si3d/KainzSHKKS11,
author = {Bernhard Kainz and
Markus Steinberger and
Stefan Hauswiesner and
Rostislav Khlebnikov and
Denis Kalkofen and
Dieter Schmalstieg},
editor = {Michael Garland and
Rui Wang},
title = {Using perceptual features to prioritize ray-based image generation},
booktitle = {Symposium on Interactive 3D Graphics and Games, {I3D} '11, San Francisco,
CA, USA, February 18-20, 2011},
pages = {215},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1944745.1944795},
doi = {10.1145/1944745.1944795},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/si3d/KainzSHKKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/gi/Kainz11,
author = {Bernhard Kainz},
editor = {Abraham Bernstein and
Steffen H{\"{o}}lldobler and
Klaus{-}Peter L{\"{o}}hr and
Paul Molitor and
Gustaf Neumann and
R{\"{u}}diger Reischuk and
Myra Spiliopoulou and
Harald St{\"{o}}rrle and
Dorothea Wagner},
title = {Strahlenbasierte Algorithmen f{\"{u}}r die medizinische Visualisierung
vielfacher volumetrischer Datens{\"{a}}tze},
booktitle = {Ausgezeichnete Informatikdissertationen 2011},
series = {{LNI}},
volume = {{D-12}},
pages = {81--90},
publisher = {{GI}},
year = {2011},
url = {https://dl.gi.de/handle/20.500.12116/33690},
timestamp = {Tue, 04 Jul 2023 17:43:46 +0200},
biburl = {https://dblp.org/rec/conf/gi/Kainz11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlhonnoroPLFKMMPST10,
author = {Tuomas Alhonnoro and
Mika Pollari and
Mikko Lilja and
Ronan Flanagan and
Bernhard Kainz and
Judith Muehl and
Ursula Mayrhauser and
Horst R. Portugaller and
Philipp Stiegler and
Karlheinz Tscheliessnigg},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Vessel Segmentation for Ablation Treatment Planning and Simulation},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6361},
pages = {45--52},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15705-9\_6},
doi = {10.1007/978-3-642-15705-9\_6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/AlhonnoroPLFKMMPST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/KainzGBHMS09,
author = {Bernhard Kainz and
Markus Grabner and
Alexander Bornik and
Stefan Hauswiesner and
Judith Muehl and
Dieter Schmalstieg},
title = {Ray casting of multiple volumetric datasets with polyhedral boundaries
on manycore GPUs},
journal = {{ACM} Trans. Graph.},
volume = {28},
number = {5},
pages = {152},
year = {2009},
url = {https://doi.org/10.1145/1618452.1618498},
doi = {10.1145/1618452.1618498},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/KainzGBHMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vc/KainzRRS09,
author = {Bernhard Kainz and
Ursula Reiter and
Gert Reiter and
Dieter Schmalstieg},
title = {In vivo interactive visualization of four-dimensional blood flow patterns},
journal = {Vis. Comput.},
volume = {25},
number = {9},
pages = {853--862},
year = {2009},
url = {https://doi.org/10.1007/s00371-009-0315-7},
doi = {10.1007/S00371-009-0315-7},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vc/KainzRRS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KainzGR08,
author = {Bernhard Kainz and
Markus Grabner and
Matthias R{\"{u}}ther},
editor = {Dimitris N. Metaxas and
Leon Axel and
Gabor Fichtinger and
G{\'{a}}bor Sz{\'{e}}kely},
title = {Fast Marker Based C-Arm Pose Estimation},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2008, 11th International Conference, New York, NY, USA, September
6-10, 2008, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5242},
pages = {652--659},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85990-1\_78},
doi = {10.1007/978-3-540-85990-1\_78},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KainzGR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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