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ORCIDBibTeX records: Hannes Nickisch
@inproceedings{DBLP:conf/isbi/SalahuddinLN21,
author = {Zohaib Salahuddin and
Matthias Lenga and
Hannes Nickisch},
title = {Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary
Centerline Extraction in Cardiac {CT} Angiography Scans},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {91--95},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9434002},
doi = {10.1109/ISBI48211.2021.9434002},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SalahuddinLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/SchnellbacherRN21,
author = {Nikolas Schnellb{\"{a}}cher and
Haissam Ragab and
Hannes Nickisch and
Tobias Wissel and
Clemens Spink and
Gunnar Lund and
Michael Grass},
editor = {Maciej A. Mazurowski and
Karen Drukker},
title = {Machine-learning-based clinical plaque detection using a synthetic
plaque lesion model for coronary {CTA}},
booktitle = {Medical Imaging 2021: Computer-Aided Diagnosis, Online, February 15-20,
2021},
series = {{SPIE} Proceedings},
volume = {11597},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2582195},
doi = {10.1117/12.2582195},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/SchnellbacherRN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/WisselRSNBSBS021,
author = {Tobias Wissel and
Katharina A. Riedl and
Klaus Schaefers and
Hannes Nickisch and
Fabian J. Brunner and
Nikolas Schnellb{\"{a}}cher and
Stefan Blankenberg and
Moritz Seiffert and
Michael Grass},
editor = {Cristian A. Linte and
Jeffrey H. Siewerdsen},
title = {Delineation of coronary stents in intravascular ultrasound pullbacks},
booktitle = {Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions,
and Modeling, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11598},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2580710},
doi = {10.1117/12.2580710},
timestamp = {Mon, 26 Feb 2024 16:22:50 +0100},
biburl = {https://dblp.org/rec/conf/miigp/WisselRSNBSBS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LossauNWMG20,
author = {Tanja Lossau and
Hannes Nickisch and
Tobias Wissel and
Michael M. Morlock and
Michael Grass},
title = {Learning metal artifact reduction in cardiac {CT} images with moving
pacemakers},
journal = {Medical Image Anal.},
volume = {61},
pages = {101655},
year = {2020},
url = {https://doi.org/10.1016/j.media.2020.101655},
doi = {10.1016/J.MEDIA.2020.101655},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/LossauNWMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08625,
author = {Ivo M. Baltruschat and
Leonhard Steinmeister and
Hannes Nickisch and
Axel Saalbach and
Michael Grass and
Gerhard Adam and
Harald Ittrich and
Tobias Knopp},
title = {Intelligent Chest X-ray Worklist Prioritization by CNNs: {A} Clinical
Workflow Simulation},
journal = {CoRR},
volume = {abs/2001.08625},
year = {2020},
url = {https://arxiv.org/abs/2001.08625},
eprinttype = {arXiv},
eprint = {2001.08625},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00925,
author = {Zohaib Salahuddin and
Matthias Lenga and
Hannes Nickisch},
title = {Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary
Centerline Extraction in Cardiac {CT} Angiography Scans},
journal = {CoRR},
volume = {abs/2010.00925},
year = {2020},
url = {https://arxiv.org/abs/2010.00925},
eprinttype = {arXiv},
eprint = {2010.00925},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/LossauNWBSMG19,
author = {Tanja Lossau and
Hannes Nickisch and
Tobias Wissel and
Rolf{-}Dieter Bippus and
Holger Schmitt and
Michael M. Morlock and
Michael Grass},
title = {Motion estimation and correction in cardiac {CT} angiography images
using convolutional neural networks},
journal = {Comput. Medical Imaging Graph.},
volume = {76},
year = {2019},
url = {https://doi.org/10.1016/j.compmedimag.2019.06.001},
doi = {10.1016/J.COMPMEDIMAG.2019.06.001},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/LossauNWBSMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HerlandsNNW19,
author = {William Herlands and
Daniel B. Neill and
Hannes Nickisch and
Andrew Gordon Wilson},
title = {Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual
Prediction},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {99:1--99:51},
year = {2019},
url = {http://jmlr.org/papers/v20/17-352.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HerlandsNNW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LossauNWBSMG19,
author = {Tanja Lossau and
Hannes Nickisch and
Tobias Wissel and
Rolf Bippus and
Holger Schmitt and
Michael M. Morlock and
Michael Grass},
title = {Motion artifact recognition and quantification in coronary {CT} angiography
using convolutional neural networks},
journal = {Medical Image Anal.},
volume = {52},
pages = {68--79},
year = {2019},
url = {https://doi.org/10.1016/j.media.2018.11.003},
doi = {10.1016/J.MEDIA.2018.11.003},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/LossauNWBSMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BaltruschatSIAN19,
author = {Ivo M. Baltruschat and
Leonhard Steinmeister and
Harald Ittrich and
Gerhard Adam and
Hannes Nickisch and
Axel Saalbach and
Jens von Berg and
Michael Grass and
Tobias Knopp},
editor = {Heinz Handels and
Thomas M. Deserno and
Andreas K. Maier and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Does Bone Suppression and Lung Detection Improve Chest Disease
Classification?},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2019 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 17. bis 19. M{\"{a}}rz
2019 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {184},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_39},
doi = {10.1007/978-3-658-25326-4\_39},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BaltruschatSIAN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BaltruschatSIAN19,
author = {Ivo M. Baltruschat and
Leonhard Steinmeister and
Harald Ittrich and
Gerhard Adam and
Hannes Nickisch and
Axel Saalbach and
Jens von Berg and
Michael Grass and
Tobias Knopp},
title = {When Does Bone Suppression And Lung Field Segmentation Improve Chest
X-Ray Disease Classification?},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {1362--1366},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759510},
doi = {10.1109/ISBI.2019.8759510},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BaltruschatSIAN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BlendowskiNH19,
author = {Maximilian Blendowski and
Hannes Nickisch and
Mattias P. Heinrich},
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 = {How to Learn from Unlabeled Volume Data: Self-supervised 3D Context
Feature Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {11769},
pages = {649--657},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32226-7\_72},
doi = {10.1007/978-3-030-32226-7\_72},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BlendowskiNH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LossauNWHSMG19,
author = {Tanja Lossau and
Hannes Nickisch and
Tobias Wissel and
Samer Hakmi and
Clemens Spink and
Michael M. Morlock and
Michael Grass},
editor = {M. Jorge Cardoso and
Aasa Feragen and
Ben Glocker and
Ender Konukoglu and
Ipek Oguz and
Gozde B. Unal and
Tom Vercauteren},
title = {Dynamic Pacemaker Artifact Removal (DyPAR) from {CT} Data using CNNs},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2019, 8-10 July 2019, London, United Kingdom},
series = {Proceedings of Machine Learning Research},
volume = {102},
pages = {347--357},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v102/lossau-nee-elss-19a.html},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/LossauNWHSMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09763,
author = {Moti Freiman and
Hannes Nickisch and
Sven Prevrhal and
Holger Schmitt and
Mani Vembar and
P{\'{a}}l Maurovich{-}Horvat and
Patrick Donnelly and
Liran Goshen},
title = {Improving {CCTA} based lesions' hemodynamic significance assessment
by accounting for partial volume modeling in automatic coronary lumen
segmentation},
journal = {CoRR},
volume = {abs/1906.09763},
year = {2019},
url = {http://arxiv.org/abs/1906.09763},
eprinttype = {arXiv},
eprint = {1906.09763},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10338,
author = {Moti Freiman and
Hannes Nickisch and
Holger Schmitt and
P{\'{a}}l Maurovich{-}Horvat and
Patrick Donnelly and
Mani Vembar and
Liran Goshen},
title = {Learning a sparse database for patch-based medical image segmentation},
journal = {CoRR},
volume = {abs/1906.10338},
year = {2019},
url = {http://arxiv.org/abs/1906.10338},
eprinttype = {arXiv},
eprint = {1906.10338},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NickischSG18,
author = {Hannes Nickisch and
Arno Solin and
Alexander Grigorevskiy},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {State Space Gaussian Processes with Non-Gaussian Likelihood},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3786--3795},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/nickisch18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/NickischSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/HristovaSBHN18,
author = {Evelin Hristova and
Heinrich Schulz and
Tom Brosch and
Mattias P. Heinrich and
Hannes Nickisch},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Nearest neighbor 3D segmentation with context features},
booktitle = {Medical Imaging 2018: Image Processing, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10574},
pages = {105740M},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2292181},
doi = {10.1117/12.2292181},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/HristovaSBHN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/BaltruschatSHNJ18,
author = {Ivo M. Baltruschat and
Axel Saalbach and
Mattias P. Heinrich and
Hannes Nickisch and
Sascha Jockel},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Orientation regression in hand radiographs: a transfer learning approach},
booktitle = {Medical Imaging 2018: Image Processing, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10574},
pages = {105741W},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2291620},
doi = {10.1117/12.2291620},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/BaltruschatSHNJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/ElssNWSVMG18,
author = {Tanja Elss and
Hannes Nickisch and
Tobias Wissel and
Holger Schmitt and
Mani Vembar and
Michael M. Morlock and
Michael Grass},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Deep-learning-based {CT} motion artifact recognition in coronary arteries},
booktitle = {Medical Imaging 2018: Image Processing, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10574},
pages = {1057416},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2292882},
doi = {10.1117/12.2292882},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/ElssNWSVMG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02315,
author = {Ivo M. Baltruschat and
Hannes Nickisch and
Michael Grass and
Tobias Knopp and
Axel Saalbach},
title = {Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray
Classification},
journal = {CoRR},
volume = {abs/1803.02315},
year = {2018},
url = {http://arxiv.org/abs/1803.02315},
eprinttype = {arXiv},
eprint = {1803.02315},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07500,
author = {Ivo M. Baltruschat and
Leonhard Steinmeister and
Harald Ittrich and
Gerhard Adam and
Hannes Nickisch and
Axel Saalbach and
Jens von Berg and
Michael Grass and
Tobias Knopp},
title = {When does Bone Suppression and Lung Field Segmentation Improve Chest
X-Ray Disease Classification?},
journal = {CoRR},
volume = {abs/1810.07500},
year = {2018},
url = {http://arxiv.org/abs/1810.07500},
eprinttype = {arXiv},
eprint = {1810.07500},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11861,
author = {William Herlands and
Daniel B. Neill and
Hannes Nickisch and
Andrew Gordon Wilson},
title = {Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual
Prediction},
journal = {CoRR},
volume = {abs/1810.11861},
year = {2018},
url = {http://arxiv.org/abs/1810.11861},
eprinttype = {arXiv},
eprint = {1810.11861},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/FreimanNSMDVG17,
author = {Moti Freiman and
Hannes Nickisch and
Holger Schmitt and
P{\'{a}}l Maurovich{-}Horvat and
Patrick Donnelly and
Mani Vembar and
Liran Goshen},
editor = {Guorong Wu and
Brent C. Munsell and
Yiqiang Zhan and
Wenjia Bai and
Gerard Sanroma and
Pierrick Coup{\'{e}}},
title = {Learning a Sparse Database for Patch-Based Medical Image Segmentation},
booktitle = {Patch-Based Techniques in Medical Imaging - Third International Workshop,
Patch-MI 2017, Held in Conjunction with {MICCAI} 2017, Quebec City,
QC, Canada, September 14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10530},
pages = {47--54},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67434-6\_6},
doi = {10.1007/978-3-319-67434-6\_6},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/FreimanNSMDVG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DongENBW17,
author = {Kun Dong and
David Eriksson and
Hannes Nickisch and
David Bindel and
Andrew Gordon Wilson},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Scalable Log Determinants for Gaussian Process Kernel Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6327--6337},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/976abf49974d4686f87192efa0513ae0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/DongENBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03481,
author = {Kun Dong and
David Eriksson and
Hannes Nickisch and
David Bindel and
Andrew Gordon Wilson},
title = {Scalable Log Determinants for Gaussian Process Kernel Learning},
journal = {CoRR},
volume = {abs/1711.03481},
year = {2017},
url = {http://arxiv.org/abs/1711.03481},
eprinttype = {arXiv},
eprint = {1711.03481},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HerlandsWNFNPX16,
author = {William Herlands and
Andrew Gordon Wilson and
Hannes Nickisch and
Seth R. Flaxman and
Daniel B. Neill and
Wilbert Van Panhuis and
Eric P. Xing},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Scalable Gaussian Processes for Characterizing Multidimensional Change
Surfaces},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1013--1021},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/herlands16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HerlandsWNFNPX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/BlaffertLNPW16,
author = {Thomas Blaffert and
Cristian Lorenz and
Hannes Nickisch and
Jochen Peters and
J{\"{u}}rgen Weese},
editor = {Martin A. Styner and
Elsa D. Angelini},
title = {SVM-based failure detection of {GHT} localizations},
booktitle = {Medical Imaging 2016: Image Processing, San Diego, California, USA,
February 27, 2016},
series = {{SPIE} Proceedings},
volume = {9784},
pages = {97841J},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2216855},
doi = {10.1117/12.2216855},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/BlaffertLNPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/FreimanLGNPSVG16,
author = {Moti Freiman and
Yechiel Lamash and
Guy Gilboa and
Hannes Nickisch and
Sven Prevrhal and
Holger Schmitt and
Mani Vembar and
Liran Goshen},
editor = {Martin A. Styner and
Elsa D. Angelini},
title = {Automatic coronary lumen segmentation with partial volume modeling
improves lesions' hemodynamic significance assessment},
booktitle = {Medical Imaging 2016: Image Processing, San Diego, California, USA,
February 27, 2016},
series = {{SPIE} Proceedings},
volume = {9784},
pages = {978403},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2209476},
doi = {10.1117/12.2209476},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/FreimanLGNPSVG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FlaxmanWNNS15,
author = {Seth R. Flaxman and
Andrew Gordon Wilson and
Daniel B. Neill and
Hannes Nickisch and
Alexander J. Smola},
editor = {Francis R. Bach and
David M. Blei},
title = {Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {607--616},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/flaxman15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/FlaxmanWNNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilsonN15,
author = {Andrew Gordon Wilson and
Hannes Nickisch},
editor = {Francis R. Bach and
David M. Blei},
title = {Kernel Interpolation for Scalable Structured Gaussian Processes {(KISS-GP)}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1775--1784},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wilson15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WilsonN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NickischLPFVGS15,
author = {Hannes Nickisch and
Yechiel Lamash and
Sven Prevrhal and
Moti Freiman and
Mani Vembar and
Liran Goshen and
Holger Schmitt},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Learning Patient-Specific Lumped Models for Interactive Coronary Blood
Flow Simulations},
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 = {433--441},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24571-3\_52},
doi = {10.1007/978-3-319-24571-3\_52},
timestamp = {Mon, 03 Jan 2022 22:36:38 +0100},
biburl = {https://dblp.org/rec/conf/miccai/NickischLPFVGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WilsonN15,
author = {Andrew Gordon Wilson and
Hannes Nickisch},
title = {Kernel Interpolation for Scalable Structured Gaussian Processes {(KISS-GP)}},
journal = {CoRR},
volume = {abs/1503.01057},
year = {2015},
url = {http://arxiv.org/abs/1503.01057},
eprinttype = {arXiv},
eprint = {1503.01057},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WilsonN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WilsonDN15,
author = {Andrew Gordon Wilson and
Christoph Dann and
Hannes Nickisch},
title = {Thoughts on Massively Scalable Gaussian Processes},
journal = {CoRR},
volume = {abs/1511.01870},
year = {2015},
url = {http://arxiv.org/abs/1511.01870},
eprinttype = {arXiv},
eprint = {1511.01870},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WilsonDN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MenkovskiASN15,
author = {Vlado Menkovski and
Zharko Aleksovski and
Axel Saalbach and
Hannes Nickisch},
title = {Can Pretrained Neural Networks Detect Anatomy?},
journal = {CoRR},
volume = {abs/1512.05986},
year = {2015},
url = {http://arxiv.org/abs/1512.05986},
eprinttype = {arXiv},
eprint = {1512.05986},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MenkovskiASN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LampertNH14,
author = {Christoph H. Lampert and
Hannes Nickisch and
Stefan Harmeling},
title = {Attribute-Based Classification for Zero-Shot Visual Object Categorization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {3},
pages = {453--465},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.140},
doi = {10.1109/TPAMI.2013.140},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LampertNH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/WeeseGNBWVCTCCPTFBVSSBBH13,
author = {J{\"{u}}rgen Weese and
Alexandra Groth and
Hannes Nickisch and
Hans Barschdorf and
Frank M. Weber and
J{\'{e}}r{\^{o}}me Velut and
Miguel Castro and
Christine Toumoulin and
Jean{-}Louis Coatrieux and
Mathieu De Craene and
Gemma Piella and
Catalina Tobon{-}Gomez and
Alejandro F. Frangi and
David C. Barber and
Izra Valverde and
Yubing Shi and
Cristina Staicu and
A. Brown and
Philipp Beerbaum and
D. Rodney Hose},
title = {Generating anatomical models of the heart and the aorta from medical
images for personalized physiological simulations},
journal = {Medical Biol. Eng. Comput.},
volume = {51},
number = {11},
pages = {1209--1219},
year = {2013},
url = {https://doi.org/10.1007/s11517-012-1027-0},
doi = {10.1007/S11517-012-1027-0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/WeeseGNBWVCTCCPTFBVSSBBH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/KohliNRR12,
author = {Pushmeet Kohli and
Hannes Nickisch and
Carsten Rother and
Christoph Rhemann},
title = {User-Centric Learning and Evaluation of Interactive Segmentation Systems},
journal = {Int. J. Comput. Vis.},
volume = {100},
number = {3},
pages = {261--274},
year = {2012},
url = {https://doi.org/10.1007/s11263-012-0537-4},
doi = {10.1007/S11263-012-0537-4},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/KohliNRR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Nickisch12,
author = {Hannes Nickisch},
title = {glm-ie: Generalised Linear Models Inference {\&} Estimation Toolbox},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1699--1703},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343698},
doi = {10.5555/2503308.2343698},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Nickisch12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BohmerGNO12,
author = {Wendelin B{\"{o}}hmer and
Steffen Gr{\"{u}}new{\"{a}}lder and
Hannes Nickisch and
Klaus Obermayer},
title = {Generating feature spaces for linear algorithms with regularized sparse
kernel slow feature analysis},
journal = {Mach. Learn.},
volume = {89},
number = {1-2},
pages = {67--86},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5300-0},
doi = {10.1007/S10994-012-5300-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BohmerGNO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NickischBWKDW12,
author = {Hannes Nickisch and
Hans Barschdorf and
Frank M. Weber and
Martin W. Krueger and
Olaf D{\"{o}}ssel and
J{\"{u}}rgen Weese},
editor = {Oscar Camara and
Tommaso Mansi and
Mihaela Pop and
Kawal S. Rhode and
Maxime Sermesant and
Alistair A. Young},
title = {From Image to Personalized Cardiac Simulation: Encoding Anatomical
Structures into a Model-Based Segmentation Framework},
booktitle = {Statistical Atlases and Computational Models of the Heart. Imaging
and Modelling Challenges - Third International Workshop, {STACOM}
2012, Held in Conjunction with {MICCAI} 2012, Nice, France, October
5, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7746},
pages = {278--287},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36961-2\_32},
doi = {10.1007/978-3-642-36961-2\_32},
timestamp = {Thu, 16 Mar 2023 20:00:44 +0100},
biburl = {https://dblp.org/rec/conf/miccai/NickischBWKDW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/SeegerN11,
author = {Matthias W. Seeger and
Hannes Nickisch},
title = {Large Scale Bayesian Inference and Experimental Design for Sparse
Linear Models},
journal = {{SIAM} J. Imaging Sci.},
volume = {4},
number = {1},
pages = {166--199},
year = {2011},
url = {https://doi.org/10.1137/090758775},
doi = {10.1137/090758775},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/SeegerN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DuvenaudNR11,
author = {David Duvenaud and
Hannes Nickisch and
Carl Edward Rasmussen},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Additive Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {226--234},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/4c5bde74a8f110656874902f07378009-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DuvenaudNR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BohmerGNO11,
author = {Wendelin B{\"{o}}hmer and
Steffen Gr{\"{u}}new{\"{a}}lder and
Hannes Nickisch and
Klaus Obermayer},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Regularized Sparse Kernel Slow Feature Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {235--248},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_25},
doi = {10.1007/978-3-642-23780-5\_25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BohmerGNO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SeegerN11,
author = {Matthias W. Seeger and
Hannes Nickisch},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Fast Convergent Algorithms for Expectation Propagation Approximate
Bayesian Inference},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {652--660},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/seeger11a/seeger11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SeegerN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-4394,
author = {David Duvenaud and
Hannes Nickisch and
Carl Edward Rasmussen},
title = {Additive Gaussian Processes},
journal = {CoRR},
volume = {abs/1112.4394},
year = {2011},
url = {http://arxiv.org/abs/1112.4394},
eprinttype = {arXiv},
eprint = {1112.4394},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-4394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Nickisch2010,
author = {Hannes Nickisch},
title = {Bayesian inference and experimental design for large generalised linear
models},
school = {Berlin Institute of Technology},
year = {2010},
url = {http://opus.kobv.de/tuberlin/volltexte/2010/2788/},
urn = {urn:nbn:de:kobv:83-opus-27888},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Nickisch2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RasmussenN10,
author = {Carl Edward Rasmussen and
Hannes Nickisch},
title = {Gaussian Processes for Machine Learning {(GPML)} Toolbox},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3011--3015},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953029},
doi = {10.5555/1756006.1953029},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RasmussenN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/NickischR10,
author = {Hannes Nickisch and
Carl Edward Rasmussen},
editor = {Michael Goesele and
Stefan Roth and
Arjan Kuijper and
Bernt Schiele and
Konrad Schindler},
title = {Gaussian Mixture Modeling with Gaussian Process Latent Variable Models},
booktitle = {Pattern Recognition - 32nd {DAGM} Symposium, Darmstadt, Germany, September
22-24, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6376},
pages = {272--282},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15986-2\_28},
doi = {10.1007/978-3-642-15986-2\_28},
timestamp = {Sat, 30 Sep 2023 09:38:32 +0200},
biburl = {https://dblp.org/rec/conf/dagm/NickischR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvgip/NickischRKR10,
author = {Hannes Nickisch and
Carsten Rother and
Pushmeet Kohli and
Christoph Rhemann},
editor = {Rama Chellappa and
Padmanabhan Anandan and
A. N. Rajagopalan and
P. J. Narayanan and
Philip H. S. Torr},
title = {Learning an interactive segmentation system},
booktitle = {Seventh Indian Conference on Computer Vision, Graphics and Image Processing,
{ICVGIP} '10, Chennai, India, December 12-15, 2010},
pages = {274--281},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1924559.1924596},
doi = {10.1145/1924559.1924596},
timestamp = {Fri, 05 Mar 2021 08:48:09 +0100},
biburl = {https://dblp.org/rec/conf/icvgip/NickischRKR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LampertNH09,
author = {Christoph H. Lampert and
Hannes Nickisch and
Stefan Harmeling},
title = {Learning to detect unseen object classes by between-class attribute
transfer},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {951--958},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206594},
doi = {10.1109/CVPR.2009.5206594},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LampertNH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NickischS09,
author = {Hannes Nickisch and
Matthias W. Seeger},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Convex variational Bayesian inference for large scale generalized
linear models},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {761--768},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553472},
doi = {10.1145/1553374.1553472},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/NickischS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/SeegerN09,
author = {Matthias W. Seeger and
Hannes Nickisch},
editor = {J{\"{u}}rgen Branke and
Barry L. Nelson and
Warren Buckler Powell and
Thomas J. Santner},
title = {Large Scale Variational Inference and Experimental Design for Sparse
Generalized Linear Models},
booktitle = {Sampling-based Optimization in the Presence of Uncertainty, 26.04.
- 30.04.2009},
series = {Dagstuhl Seminar Proceedings},
volume = {09181},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2009},
url = {http://drops.dagstuhl.de/opus/volltexte/2009/2114/},
timestamp = {Thu, 10 Jun 2021 13:02:08 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/SeegerN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-2492,
author = {Hannes Nickisch and
Pushmeet Kohli and
Carsten Rother},
title = {Learning an Interactive Segmentation System},
journal = {CoRR},
volume = {abs/0912.2492},
year = {2009},
url = {http://arxiv.org/abs/0912.2492},
eprinttype = {arXiv},
eprint = {0912.2492},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-2492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeegerN08,
author = {Matthias W. Seeger and
Hannes Nickisch},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Compressed sensing and Bayesian experimental design},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {912--919},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390271},
doi = {10.1145/1390156.1390271},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SeegerN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SeegerNPS08,
author = {Matthias W. Seeger and
Hannes Nickisch and
Rolf Pohmann and
Bernhard Sch{\"{o}}lkopf},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Bayesian Experimental Design of Magnetic Resonance Imaging Sequences},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1441--1448},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/c361bc7b2c033a83d663b8d9fb4be56e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SeegerNPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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