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ORCIDBibTeX records: Wenjia Bai
@article{DBLP:journals/tmi/QiaoWQMORB24,
author = {Mengyun Qiao and
Shuo Wang and
Huaqi Qiu and
Antonio de Marvao and
Declan P. O'Regan and
Daniel Rueckert and
Wenjia Bai},
title = {CHeart: {A} Conditional Spatio-Temporal Generative Model for Cardiac
Anatomy},
journal = {{IEEE} Trans. Medical Imaging},
volume = {43},
number = {3},
pages = {1259--1269},
year = {2024},
url = {https://doi.org/10.1109/TMI.2023.3331982},
doi = {10.1109/TMI.2023.3331982},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/QiaoWQMORB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MengBOR24,
author = {Qingjie Meng and
Wenjia Bai and
Declan P. O'Regan and
Daniel Rueckert},
title = {DeepMesh: Mesh-Based Cardiac Motion Tracking Using Deep Learning},
journal = {{IEEE} Trans. Medical Imaging},
volume = {43},
number = {4},
pages = {1489--1500},
year = {2024},
url = {https://doi.org/10.1109/TMI.2023.3340118},
doi = {10.1109/TMI.2023.3340118},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MengBOR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuWOSBA24,
author = {Che Liu and
Zhongwei Wan and
Cheng Ouyang and
Anand Shah and
Wenjia Bai and
Rossella Arcucci},
title = {Zero-Shot {ECG} Classification with Multimodal Learning and Test-time
Clinical Knowledge Enhancement},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=ZvJ2lQQKjz},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuWOSBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06659,
author = {Che Liu and
Zhongwei Wan and
Cheng Ouyang and
Anand Shah and
Wenjia Bai and
Rossella Arcucci},
title = {Zero-Shot {ECG} Classification with Multimodal Learning and Test-time
Clinical Knowledge Enhancement},
journal = {CoRR},
volume = {abs/2403.06659},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06659},
doi = {10.48550/ARXIV.2403.06659},
eprinttype = {arXiv},
eprint = {2403.06659},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-10246,
author = {Xinru Zhang and
Ni Ou and
Berke Doga Basaran and
Marco Visentin and
Mengyun Qiao and
Renyang Gu and
Cheng Ouyang and
Yaou Liu and
Paul M. Matthews and
Chuyang Ye and
Wenjia Bai},
title = {A Foundation Model for Brain Lesion Segmentation with Mixture of Modality
Experts},
journal = {CoRR},
volume = {abs/2405.10246},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.10246},
doi = {10.48550/ARXIV.2405.10246},
eprinttype = {arXiv},
eprint = {2405.10246},
timestamp = {Wed, 26 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-10246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19043,
author = {Zi Wang and
Fanwen Wang and
Chen Qin and
Jun Lyu and
Ouyang Cheng and
Shuo Wang and
Yan Li and
Mengyao Yu and
Haoyu Zhang and
Kunyuan Guo and
Zhang Shi and
Qirong Li and
Ziqiang Xu and
Yajing Zhang and
Hao Li and
Sha Hua and
Binghua Chen and
Longyu Sun and
Mengting Sun and
Qin Li and
Ying{-}Hua Chu and
Wenjia Bai and
Jing Qin and
Xiahai Zhuang and
Claudia Prieto and
Alistair A. Young and
Michael Markl and
He Wang and
Lianming Wu and
Guang Yang and
Xiaobo Qu and
Chengyan Wang},
title = {CMRxRecon2024: {A} Multi-Modality, Multi-View K-Space Dataset Boosting
Universal Machine Learning for Accelerated Cardiac {MRI}},
journal = {CoRR},
volume = {abs/2406.19043},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19043},
doi = {10.48550/ARXIV.2406.19043},
eprinttype = {arXiv},
eprint = {2406.19043},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07582,
author = {Siyi Du and
Shaoming Zheng and
Yinsong Wang and
Wenjia Bai and
Declan P. O'Regan and
Chen Qin},
title = {{TIP:} Tabular-Image Pre-training for Multimodal Classification with
Incomplete Data},
journal = {CoRR},
volume = {abs/2407.07582},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07582},
doi = {10.48550/ARXIV.2407.07582},
eprinttype = {arXiv},
eprint = {2407.07582},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/QinWCBR23,
author = {Chen Qin and
Shuo Wang and
Chen Chen and
Wenjia Bai and
Daniel Rueckert},
title = {Generative myocardial motion tracking via latent space exploration
with biomechanics-informed prior},
journal = {Medical Image Anal.},
volume = {83},
pages = {102682},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102682},
doi = {10.1016/J.MEDIA.2022.102682},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/QinWCBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/OuyangCLLQBR23,
author = {Cheng Ouyang and
Chen Chen and
Surui Li and
Zeju Li and
Chen Qin and
Wenjia Bai and
Daniel Rueckert},
title = {Causality-Inspired Single-Source Domain Generalization for Medical
Image Segmentation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {4},
pages = {1095--1106},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3224067},
doi = {10.1109/TMI.2022.3224067},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/OuyangCLLQBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BasaranZQKMB23,
author = {Berke Doga Basaran and
Weitong Zhang and
Mengyun Qiao and
Bernhard Kainz and
Paul M. Matthews and
Wenjia Bai},
editor = {Yuan Xue and
Chen Chen and
Chao Chen and
Lianrui Zuo and
Yihao Liu},
title = {LesionMix: {A} Lesion-Level Data Augmentation Method for Medical Image
Segmentation},
booktitle = {Data Augmentation, Labelling, and Imperfections - Third {MICCAI} Workshop,
{DALI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14379},
pages = {73--83},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-58171-7\_8},
doi = {10.1007/978-3-031-58171-7\_8},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BasaranZQKMB23.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 E. 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 = {Tue, 13 Aug 2024 14:18:07 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhangBMBSLPBKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiuCCQZSBA23,
author = {Che Liu and
Sibo Cheng and
Chen Chen and
Mengyun Qiao and
Weitong Zhang and
Anand Shah and
Wenjia Bai and
Rossella Arcucci},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu E. Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {{M-FLAG:} Medical Vision-Language Pre-training with Frozen Language
Models and Latent Space Geometry Optimization},
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 = {637--647},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43907-0\_61},
doi = {10.1007/978-3-031-43907-0\_61},
timestamp = {Tue, 13 Aug 2024 14:18:07 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiuCCQZSBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stacom-ws/TanzerWQBRYN23,
author = {Michael T{\"{a}}nzer and
Fanwen Wang and
Mengyun Qiao and
Wenjia Bai and
Daniel Rueckert and
Guang Yang and
Sonia Nielles{-}Vallespin},
editor = {Oscar Camara and
Esther Puyol{-}Ant{\'{o}}n and
Maxime Sermesant and
Avan Suinesiaputra and
Qian Tao and
Chengyan Wang and
Alistair A. Young},
title = {{T1/T2} Relaxation Temporal Modelling from Accelerated Acquisitions
Using a Latent Transformer},
booktitle = {Statistical Atlases and Computational Models of the Heart. Regular
and CMRxRecon Challenge Papers - 14th International Workshop, {STACOM}
2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada,
October 12, 2023, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14507},
pages = {293--302},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-52448-6\_28},
doi = {10.1007/978-3-031-52448-6\_28},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stacom-ws/TanzerWQBRYN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13098,
author = {Mengyun Qiao and
Shuo Wang and
Huaqi Qiu and
Antonio de Marvao and
Declan P. O'Regan and
Daniel Rueckert and
Wenjia Bai},
title = {CHeart: {A} Conditional Spatio-Temporal Generative Model for Cardiac
Anatomy},
journal = {CoRR},
volume = {abs/2301.13098},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13098},
doi = {10.48550/ARXIV.2301.13098},
eprinttype = {arXiv},
eprint = {2301.13098},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08347,
author = {Che Liu and
Sibo Cheng and
Chen Chen and
Mengyun Qiao and
Weitong Zhang and
Anand Shah and
Wenjia Bai and
Rossella Arcucci},
title = {{M-FLAG:} Medical Vision-Language Pre-training with Frozen Language
Models and Latent Space Geometry Optimization},
journal = {CoRR},
volume = {abs/2307.08347},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08347},
doi = {10.48550/ARXIV.2307.08347},
eprinttype = {arXiv},
eprint = {2307.08347},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08465,
author = {Xinyu Bai and
Wenjia Bai},
title = {Hierarchical Uncertainty Estimation for Medical Image Segmentation
Networks},
journal = {CoRR},
volume = {abs/2308.08465},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08465},
doi = {10.48550/ARXIV.2308.08465},
eprinttype = {arXiv},
eprint = {2308.08465},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08465.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-2309-10836,
author = {Chengyan Wang and
Jun Lyu and
Shuo Wang and
Chen Qin and
Kunyuan Guo and
Xinyu Zhang and
Xiaotong Yu and
Yan Li and
Fanwen Wang and
Jianhua Jin and
Zhang Shi and
Ziqiang Xu and
Yapeng Tian and
Sha Hua and
Zhensen Chen and
Meng Liu and
Mengting Sun and
Xutong Kuang and
Kang Wang and
Haoran Wang and
Hao Li and
Ying{-}Hua Chu and
Guang Yang and
Wenjia Bai and
Xiahai Zhuang and
He Wang and
Jing Qin and
Xiaobo Qu},
title = {CMRxRecon: An open cardiac {MRI} dataset for the competition of accelerated
image reconstruction},
journal = {CoRR},
volume = {abs/2309.10836},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10836},
doi = {10.48550/ARXIV.2309.10836},
eprinttype = {arXiv},
eprint = {2309.10836},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14306,
author = {Qingjie Meng and
Wenjia Bai and
Declan P. O'Regan and
Daniel Rueckert},
title = {DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning},
journal = {CoRR},
volume = {abs/2309.14306},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14306},
doi = {10.48550/ARXIV.2309.14306},
eprinttype = {arXiv},
eprint = {2309.14306},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07027,
author = {Che Liu and
Anand Shah and
Wenjia Bai and
Rossella Arcucci},
title = {Utilizing Synthetic Data for Medical Vision-Language Pre-training:
Bypassing the Need for Real Images},
journal = {CoRR},
volume = {abs/2310.07027},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07027},
doi = {10.48550/ARXIV.2310.07027},
eprinttype = {arXiv},
eprint = {2310.07027},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07355,
author = {Che Liu and
Sibo Cheng and
Miaojing Shi and
Anand Shah and
Wenjia Bai and
Rossella Arcucci},
title = {{IMITATE:} Clinical Prior Guided Hierarchical Vision-Language Pre-training},
journal = {CoRR},
volume = {abs/2310.07355},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07355},
doi = {10.48550/ARXIV.2310.07355},
eprinttype = {arXiv},
eprint = {2310.07355},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01522,
author = {Che Liu and
Cheng Ouyang and
Sibo Cheng and
Anand Shah and
Wenjia Bai and
Rossella Arcucci},
title = {{G2D:} From Global to Dense Radiography Representation Learning via
Vision-Language Pre-training},
journal = {CoRR},
volume = {abs/2312.01522},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01522},
doi = {10.48550/ARXIV.2312.01522},
eprinttype = {arXiv},
eprint = {2312.01522},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01529,
author = {Che Liu and
Cheng Ouyang and
Yinda Chen and
C{\'{e}}sar Quilodr{\'{a}}n Casas and
Lei Ma and
Jie Fu and
Yike Guo and
Anand Shah and
Wenjia Bai and
Rossella Arcucci},
title = {{T3D:} Towards 3D Medical Image Understanding through Vision-Language
Pre-training},
journal = {CoRR},
volume = {abs/2312.01529},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01529},
doi = {10.48550/ARXIV.2312.01529},
eprinttype = {arXiv},
eprint = {2312.01529},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DaiWMAGB22,
author = {Chengliang Dai and
Shuo Wang and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
title = {Suggestive annotation of brain {MR} images with gradient-guided sampling},
journal = {Medical Image Anal.},
volume = {77},
pages = {102373},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102373},
doi = {10.1016/J.MEDIA.2022.102373},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/DaiWMAGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ChenQOLWQCTBR22,
author = {Chen Chen and
Chen Qin and
Cheng Ouyang and
Zeju Li and
Shuo Wang and
Huaqi Qiu and
Liang Chen and
Giacomo Tarroni and
Wenjia Bai and
Daniel Rueckert},
title = {Enhancing {MR} image segmentation with realistic adversarial data
augmentation},
journal = {Medical Image Anal.},
volume = {82},
pages = {102597},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102597},
doi = {10.1016/J.MEDIA.2022.102597},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/ChenQOLWQCTBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MengQBLMOR22,
author = {Qingjie Meng and
Chen Qin and
Wenjia Bai and
Tianrui Liu and
Antonio de Marvao and
Declan P. O'Regan and
Daniel Rueckert},
title = {MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View
Cardiac {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {8},
pages = {1961--1974},
year = {2022},
url = {https://doi.org/10.1109/TMI.2022.3154599},
doi = {10.1109/TMI.2022.3154599},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MengQBLMOR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BasaranQMB22,
author = {Berke Doga Basaran and
Mengyun Qiao and
Paul M. Matthews and
Wenjia Bai},
editor = {Can Zhao and
David Svoboda and
Jelmer M. Wolterink and
Mar{\'{\i}}a Escobar},
title = {Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for
Multiple Sclerosis Brain Images},
booktitle = {Simulation and Synthesis in Medical Imaging - 7th International Workshop,
{SASHIMI} 2022, Held in Conjunction with {MICCAI} 2022, Singapore,
September 18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13570},
pages = {1--11},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16980-9\_1},
doi = {10.1007/978-3-031-16980-9\_1},
timestamp = {Sat, 11 Feb 2023 15:01:42 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BasaranQMB22.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/ChenLOSBR22,
author = {Chen Chen and
Zeju Li and
Cheng Ouyang and
Matthew Sinclair and
Wenjia Bai and
Daniel Rueckert},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13435},
pages = {151--161},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16443-9\_15},
doi = {10.1007/978-3-031-16443-9\_15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChenLOSBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MengBLOR22,
author = {Qingjie Meng and
Wenjia Bai and
Tianrui Liu and
Declan P. O'Regan and
Daniel Rueckert},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Mesh-Based 3D Motion Tracking in Cardiac {MRI} Using Deep Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13436},
pages = {248--258},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16446-0\_24},
doi = {10.1007/978-3-031-16446-0\_24},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MengBLOR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WangBMB22,
author = {Yuan Wang and
Laura Blackie and
Irene Miguel{-}Aliaga and
Wenjia Bai},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Memory-efficient Segmentation of High-resolution Volumetric MicroCT
Images},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1322--1335},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/wang22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/midl/WangBMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stacom-ws/QiaoBQWGWMRB22,
author = {Mengyun Qiao and
Berke Doga Basaran and
Huaqi Qiu and
Shuo Wang and
Yi Guo and
Yuanyuan Wang and
Paul M. Matthews and
Daniel Rueckert and
Wenjia Bai},
editor = {Oscar Camara and
Esther Puyol{-}Ant{\'{o}}n and
Chen Qin and
Maxime Sermesant and
Avan Suinesiaputra and
Shuo Wang and
Alistair A. Young},
title = {Generative Modelling of the Ageing Heart with Cross-Sectional Imaging
and Clinical Data},
booktitle = {Statistical Atlases and Computational Models of the Heart. Regular
and CMRxMotion Challenge Papers - 13th International Workshop, {STACOM}
2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
18, 2022, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13593},
pages = {3--12},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23443-9\_1},
doi = {10.1007/978-3-031-23443-9\_1},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/stacom-ws/QiaoBQWGWMRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15941,
author = {Yuan Wang and
Laura Blackie and
Irene Miguel{-}Aliaga and
Wenjia Bai},
title = {Memory-efficient Segmentation of High-resolution Volumetric MicroCT
Images},
journal = {CoRR},
volume = {abs/2205.15941},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15941},
doi = {10.48550/ARXIV.2205.15941},
eprinttype = {arXiv},
eprint = {2205.15941},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01014,
author = {Chengliang Dai and
Shuo Wang and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
title = {Suggestive Annotation of Brain {MR} Images with Gradient-guided Sampling},
journal = {CoRR},
volume = {abs/2206.01014},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01014},
doi = {10.48550/ARXIV.2206.01014},
eprinttype = {arXiv},
eprint = {2206.01014},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01737,
author = {Chen Chen and
Zeju Li and
Cheng Ouyang and
Matthew Sinclair and
Wenjia Bai and
Daniel Rueckert},
title = {MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2206.01737},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01737},
doi = {10.48550/ARXIV.2206.01737},
eprinttype = {arXiv},
eprint = {2206.01737},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03830,
author = {Chen Qin and
Shuo Wang and
Chen Chen and
Wenjia Bai and
Daniel Rueckert},
title = {Generative Myocardial Motion Tracking via Latent Space Exploration
with Biomechanics-informed Prior},
journal = {CoRR},
volume = {abs/2206.03830},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03830},
doi = {10.48550/ARXIV.2206.03830},
eprinttype = {arXiv},
eprint = {2206.03830},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-00034,
author = {Qingjie Meng and
Chen Qin and
Wenjia Bai and
Tianrui Liu and
Antonio de Marvao and
Declan P. O'Regan and
Daniel Rueckert},
title = {MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View
Cardiac {MRI}},
journal = {CoRR},
volume = {abs/2208.00034},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.00034},
doi = {10.48550/ARXIV.2208.00034},
eprinttype = {arXiv},
eprint = {2208.00034},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-00034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02135,
author = {Berke Doga Basaran and
Mengyun Qiao and
Paul M. Matthews and
Wenjia Bai},
title = {Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for
Multiple Sclerosis Brain Images},
journal = {CoRR},
volume = {abs/2208.02135},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02135},
doi = {10.48550/ARXIV.2208.02135},
eprinttype = {arXiv},
eprint = {2208.02135},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02135.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-2208-13146,
author = {Mengyun Qiao and
Berke Doga Basaran and
Huaqi Qiu and
Shuo Wang and
Yi Guo and
Yuanyuan Wang and
Paul M. Matthews and
Daniel Rueckert and
Wenjia Bai},
title = {Generative Modelling of the Ageing Heart with Cross-Sectional Imaging
and Clinical Data},
journal = {CoRR},
volume = {abs/2208.13146},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.13146},
doi = {10.48550/ARXIV.2208.13146},
eprinttype = {arXiv},
eprint = {2208.13146},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-13146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-02004,
author = {Qingjie Meng and
Wenjia Bai and
Tianrui Liu and
Declan P. O'Regan and
Daniel Rueckert},
title = {Mesh-based 3D Motion Tracking in Cardiac {MRI} using Deep Learning},
journal = {CoRR},
volume = {abs/2209.02004},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.02004},
doi = {10.48550/ARXIV.2209.02004},
eprinttype = {arXiv},
eprint = {2209.02004},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-02004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06385,
author = {Shuo Wang and
Chen Qin and
Chengyan Wang and
Kang Wang and
Haoran Wang and
Chen Chen and
Cheng Ouyang and
Xutong Kuang and
Chengliang Dai and
Yuanhan Mo and
Zhang Shi and
Chenchen Dai and
Xinrong Chen and
He Wang and
Wenjia Bai},
title = {The Extreme Cardiac {MRI} Analysis Challenge under Respiratory Motion
(CMRxMotion)},
journal = {CoRR},
volume = {abs/2210.06385},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06385},
doi = {10.48550/ARXIV.2210.06385},
eprinttype = {arXiv},
eprint = {2210.06385},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fimh/0003BRN21,
author = {Ping Lu and
Wenjia Bai and
Daniel Rueckert and
J. Alison Noble},
editor = {Daniel B. Ennis and
Luigi E. Perotti and
Vicky Y. Wang},
title = {Multiscale Graph Convolutional Networks for Cardiac Motion Analysis},
booktitle = {Functional Imaging and Modeling of the Heart - 11th International
Conference, {FIMH} 2021, Stanford, CA, USA, June 21-25, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12738},
pages = {264--272},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78710-3\_26},
doi = {10.1007/978-3-030-78710-3\_26},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fimh/0003BRN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/0003BRN21,
author = {Ping Lu and
Wenjia Bai and
Daniel Rueckert and
J. Alison Noble},
title = {Dynamic Spatio-Temporal Graph Convolutional Networks For Cardiac Motion
Analysis},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {122--125},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433890},
doi = {10.1109/ISBI48211.2021.9433890},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/0003BRN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WangQSCOCGRB21,
author = {Shuo Wang and
Chen Qin and
Nicol{\'{o}} Savioli and
Chen Chen and
Declan P. O'Regan and
Stuart A. Cook and
Yike Guo and
Daniel Rueckert and
Wenjia Bai},
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 = {Joint Motion Correction and Super Resolution for Cardiac Segmentation
via Latent Optimisation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12903},
pages = {14--24},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87199-4\_2},
doi = {10.1007/978-3-030-87199-4\_2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WangQSCOCGRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChenHOQBR21,
author = {Chen Chen and
Kerstin Hammernik and
Cheng Ouyang and
Chen Qin and
Wenjia Bai and
Daniel Rueckert},
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 = {Cooperative Training and Latent Space Data Augmentation for Robust
Medical Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12903},
pages = {149--159},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87199-4\_14},
doi = {10.1007/978-3-030-87199-4\_14},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChenHOQBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KartBGR21,
author = {Turkay Kart and
Wenjia Bai and
Ben Glocker and
Daniel Rueckert},
editor = {Sandy Engelhardt and
Ilkay {\"{O}}ks{\"{u}}z and
Dajiang Zhu and
Yixuan Yuan and
Anirban Mukhopadhyay and
Nicholas Heller and
Sharon Xiaolei Huang and
Hien Van Nguyen and
Raphael Sznitman and
Yuan Xue},
title = {DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization},
booktitle = {Deep Generative Models, and Data Augmentation, Labelling, and Imperfections
- First Workshop, {DGM4MICCAI} 2021, and First Workshop, {DALI} 2021,
Held in Conjunction with {MICCAI} 2021, Strasbourg, France, October
1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13003},
pages = {259--267},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88210-5\_26},
doi = {10.1007/978-3-030-88210-5\_26},
timestamp = {Thu, 14 Oct 2021 16:58:46 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KartBGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01079,
author = {Chen Chen and
Kerstin Hammernik and
Cheng Ouyang and
Chen Qin and
Wenjia Bai and
Daniel Rueckert},
title = {Cooperative Training and Latent Space Data Augmentation for Robust
Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2107.01079},
year = {2021},
url = {https://arxiv.org/abs/2107.01079},
eprinttype = {arXiv},
eprint = {2107.01079},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03887,
author = {Shuo Wang and
Chen Qin and
Nicol{\'{o}} Savioli and
Chen Chen and
Declan P. O'Regan and
Stuart A. Cook and
Yike Guo and
Daniel Rueckert and
Wenjia Bai},
title = {Joint Motion Correction and Super Resolution for Cardiac Segmentation
via Latent Optimisation},
journal = {CoRR},
volume = {abs/2107.03887},
year = {2021},
url = {https://arxiv.org/abs/2107.03887},
eprinttype = {arXiv},
eprint = {2107.03887},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07975,
author = {Nicol{\'{o}} Savioli and
Antonio de Marvao and
Wenjia Bai and
Shuo Wang and
Stuart A. Cook and
Calvin W. L. Chin and
Daniel Rueckert and
Declan P. O'Regan},
title = {Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed
Adversarial Gaussian Domain Adaptation},
journal = {CoRR},
volume = {abs/2107.07975},
year = {2021},
url = {https://arxiv.org/abs/2107.07975},
eprinttype = {arXiv},
eprint = {2107.07975},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03429,
author = {Chen Chen and
Chen Qin and
Cheng Ouyang and
Shuo Wang and
Huaqi Qiu and
Liang Chen and
Giacomo Tarroni and
Wenjia Bai and
Daniel Rueckert},
title = {Enhancing {MR} Image Segmentation with Realistic Adversarial Data
Augmentation},
journal = {CoRR},
volume = {abs/2108.03429},
year = {2021},
url = {https://arxiv.org/abs/2108.03429},
eprinttype = {arXiv},
eprint = {2108.03429},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00109,
author = {Turkay Kart and
Wenjia Bai and
Ben Glocker and
Daniel Rueckert},
title = {DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization},
journal = {CoRR},
volume = {abs/2110.00109},
year = {2021},
url = {https://arxiv.org/abs/2110.00109},
eprinttype = {arXiv},
eprint = {2110.00109},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12525,
author = {Cheng Ouyang and
Chen Chen and
Surui Li and
Zeju Li and
Chen Qin and
Wenjia Bai and
Daniel Rueckert},
title = {Causality-inspired Single-source Domain Generalization for Medical
Image Segmentation},
journal = {CoRR},
volume = {abs/2111.12525},
year = {2021},
url = {https://arxiv.org/abs/2111.12525},
eprinttype = {arXiv},
eprint = {2111.12525},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-12525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10074,
author = {Raghav Mehta and
Angelos Filos and
Ujjwal Baid and
Chiharu Sako and
Richard McKinley and
Michael Rebsamen and
Katrin D{\"{a}}twyler and
Raphael Meier and
Piotr Radojewski and
Gowtham Krishnan Murugesan and
Sahil S. Nalawade and
Chandan Ganesh and
Benjamin C. Wagner and
Fang F. Yu and
Baowei Fei and
Ananth J. Madhuranthakam and
Joseph A. Maldjian and
Laura Alexandra Daza and
Catalina G{\'{o}}mez Caballero and
Pablo Arbel{\'{a}}ez and
Chengliang Dai and
Shuo Wang and
Hadrien Raynaud and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai and
Subhashis Banerjee and
Linmin Pei and
Murat Ak and
Sarahi Rosas{-}Gonz{\'{a}}lez and
Ilyess Zemmoura and
Clovis Tauber and
Minh H. Vu and
Tufve Nyholm and
Tommy L{\"{o}}fstedt and
Laura Mora Ballestar and
Ver{\'{o}}nica Vilaplana and
Hugh McHugh and
Gonzalo D. Maso Talou and
Alan Wang and
Jay B. Patel and
Ken Chang and
Katharina Hoebel and
Mishka Gidwani and
Nishanth Thumbavanam Arun and
Sharut Gupta and
Mehak Aggarwal and
Praveer Singh and
Elizabeth R. Gerstner and
Jayashree Kalpathy{-}Cramer and
Nicolas Boutry and
Alexis Huard and
Lasitha Vidyaratne and
Md Monibor Rahman and
Khan M. Iftekharuddin and
Joseph Chazalon and
{\'{E}}lodie Puybareau and
Guillaume Tochon and
Jun Ma and
Mariano Cabezas and
Xavier Llad{\'{o}} and
Arnau Oliver and
Liliana Valencia and
Sergi Valverde and
Mehdi Amian and
Mohammadreza Soltaninejad and
Andriy Myronenko and
Ali Hatamizadeh and
Xue Feng and
Quan Dou and
Nicholas J. Tustison and
Craig H. Meyer and
Nisarg A. Shah and
Sanjay N. Talbar and
Marc{-}Andr{\'{e}} Weber and
Abhishek Mahajan and
Andr{\'{a}}s Jakab and
Roland Wiest and
Hassan M. Fathallah{-}Shaykh and
Arash Nazeri and
Mikhail Milchenko and
Daniel S. Marcus and
Aikaterini Kotrotsou and
Rivka Colen and
John B. Freymann and
Justin S. Kirby and
Christos Davatzikos and
Bjoern H. Menze and
Spyridon Bakas and
Yarin Gal and
Tal Arbel},
title = {QU-BraTS: {MICCAI} BraTS 2020 Challenge on Quantifying Uncertainty
in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking
Results},
journal = {CoRR},
volume = {abs/2112.10074},
year = {2021},
url = {https://arxiv.org/abs/2112.10074},
eprinttype = {arXiv},
eprint = {2112.10074},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BiffiCTBMOLFKDD20,
author = {Carlo Biffi and
Juan J. Cerrolaza and
Giacomo Tarroni and
Wenjia Bai and
Antonio de Marvao and
Ozan Oktay and
Christian Ledig and
Lo{\"{\i}}c Le Folgoc and
Konstantinos Kamnitsas and
Georgia Doumou and
Jinming Duan and
Sanjay K. Prasad and
Stuart A. Cook and
Declan P. O'Regan and
Daniel Rueckert},
title = {Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative
Models},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {6},
pages = {2088--2099},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.2964499},
doi = {10.1109/TMI.2020.2964499},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/BiffiCTBMOLFKDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/DaiWRMAGB20,
author = {Chengliang Dai and
Shuo Wang and
Hadrien Raynaud and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {Self-training for Brain Tumour Segmentation with Uncertainty Estimation
and Biophysics-Guided Survival Prediction},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction
with {MICCAI} 2020, Lima, Peru, October 4, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12658},
pages = {514--523},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72084-1\_46},
doi = {10.1007/978-3-030-72084-1\_46},
timestamp = {Mon, 06 Nov 2023 15:27:23 +0100},
biburl = {https://dblp.org/rec/conf/brainles-ws/DaiWRMAGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LuBRN20,
author = {Ping Lu and
Wenjia Bai and
Daniel Rueckert and
J. Alison Noble},
editor = {Esther Puyol{-}Ant{\'{o}}n and
Mihaela Pop and
Maxime Sermesant and
V{\'{\i}}ctor M. Campello and
Alain Lalande and
Karim Lekadir and
Avan Suinesiaputra and
Oscar Camara and
Alistair A. Young},
title = {Modelling Cardiac Motion via Spatio-Temporal Graph Convolutional Networks
to Boost the Diagnosis of Heart Conditions},
booktitle = {Statistical Atlases and Computational Models of the Heart. M{\&}Ms
and {EMIDEC} Challenges - 11th International Workshop, {STACOM} 2020,
Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 4, 2020,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12592},
pages = {56--65},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68107-4\_6},
doi = {10.1007/978-3-030-68107-4\_6},
timestamp = {Thu, 16 Mar 2023 20:00:44 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LuBRN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WangTQMDCGGRB20,
author = {Shuo Wang and
Giacomo Tarroni and
Chen Qin and
Yuanhan Mo and
Chengliang Dai and
Chen Chen and
Ben Glocker and
Yike Guo and
Daniel Rueckert and
Wenjia Bai},
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 = {Deep Generative Model-Based Quality Control for Cardiac {MRI} Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12264},
pages = {88--97},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59719-1\_9},
doi = {10.1007/978-3-030-59719-1\_9},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WangTQMDCGGRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RuijsinkPLBKRK20,
author = {Bram Ruijsink and
Esther Puyol{-}Ant{\'{o}}n and
Ye Li and
Wenjia Bai and
Eric Kerfoot and
Reza Razavi and
Andrew P. King},
editor = {Esther Puyol{-}Ant{\'{o}}n and
Mihaela Pop and
Maxime Sermesant and
V{\'{\i}}ctor M. Campello and
Alain Lalande and
Karim Lekadir and
Avan Suinesiaputra and
Oscar Camara and
Alistair A. Young},
title = {Quality-Aware Semi-supervised Learning for {CMR} Segmentation},
booktitle = {Statistical Atlases and Computational Models of the Heart. M{\&}Ms
and {EMIDEC} Challenges - 11th International Workshop, {STACOM} 2020,
Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 4, 2020,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12592},
pages = {97--107},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68107-4\_10},
doi = {10.1007/978-3-030-68107-4\_10},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RuijsinkPLBKRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DaiWMZAGB20,
author = {Chengliang Dai and
Shuo Wang and
Yuanhan Mo and
Kaichen Zhou and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
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 = {Suggestive Annotation of Brain Tumour Images with Gradient-Guided
Sampling},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12264},
pages = {156--165},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59719-1\_16},
doi = {10.1007/978-3-030-59719-1\_16},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DaiWMZAGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/QinWCQBR20,
author = {Chen Qin and
Shuo Wang and
Chen Chen and
Huaqi Qiu and
Wenjia Bai and
Daniel Rueckert},
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 = {Biomechanics-Informed Neural Networks for Myocardial Motion Tracking
in {MRI}},
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 = {296--306},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59716-0\_29},
doi = {10.1007/978-3-030-59716-0\_29},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/QinWCQBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChenQQOWCTBR20,
author = {Chen Chen and
Chen Qin and
Huaqi Qiu and
Cheng Ouyang and
Shuo Wang and
Liang Chen and
Giacomo Tarroni and
Wenjia Bai and
Daniel Rueckert},
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 = {Realistic Adversarial Data Augmentation for {MR} Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12261},
pages = {667--677},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59710-8\_65},
doi = {10.1007/978-3-030-59710-8\_65},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChenQQOWCTBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/LuQQBRN20,
author = {Ping Lu and
Huaqi Qiu and
Chen Qin and
Wenjia Bai and
Daniel Rueckert and
J. Alison Noble},
editor = {Bartlomiej W. Papiez and
Ana I. L. Namburete and
Mohammad Yaqub and
J. Alison Noble},
title = {Going Deeper into Cardiac Motion Analysis to Model Fine Spatio-Temporal
Features},
booktitle = {Medical Image Understanding and Analysis - 24th Annual Conference,
{MIUA} 2020, Oxford, UK, July 15-17, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1248},
pages = {294--306},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-52791-4\_23},
doi = {10.1007/978-3-030-52791-4\_23},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miua/LuQQBRN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02757,
author = {Yuanhan Mo and
Shuo Wang and
Chengliang Dai and
Rui Zhou and
Zhongzhao Teng and
Wenjia Bai and
Yike Guo},
title = {Efficient Deep Representation Learning by Adaptive Latent Space Sampling},
journal = {CoRR},
volume = {abs/2004.02757},
year = {2020},
url = {https://arxiv.org/abs/2004.02757},
eprinttype = {arXiv},
eprint = {2004.02757},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12314,
author = {Zhaohan Xiong and
Qing Xia and
Zhiqiang Hu and
Ning Huang and
Cheng Bian and
Yefeng Zheng and
Sulaiman Vesal and
Nishant Ravikumar and
Andreas K. Maier and
Xin Yang and
Pheng{-}Ann Heng and
Dong Ni and
Caizi Li and
Qianqian Tong and
Weixin Si and
{\'{E}}lodie Puybareau and
Younes Khoudli and
Thierry G{\'{e}}raud and
Chen Chen and
Wenjia Bai and
Daniel Rueckert and
Lingchao Xu and
Xiahai Zhuang and
Xinzhe Luo and
Shuman Jia and
Maxime Sermesant and
Yashu Liu and
Kuanquan Wang and
Davide Borra and
Alessandro Masci and
Cristiana Corsi and
Coen de Vente and
Mitko Veta and
Rashed Karim and
Chandrakanth Jayachandran Preetha and
Sandy Engelhardt and
Mengyun Qiao and
Yuanyuan Wang and
Qian Tao and
Marta Nu{\~{n}}ez Garcia and
Oscar Camara and
Nicol{\'{o}} Savioli and
Pablo Lamata and
Jichao Zhao},
title = {A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced
Cardiac Magnetic Resonance Imaging},
journal = {CoRR},
volume = {abs/2004.12314},
year = {2020},
url = {https://arxiv.org/abs/2004.12314},
eprinttype = {arXiv},
eprint = {2004.12314},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04725,
author = {Chen Qin and
Shuo Wang and
Chen Chen and
Huaqi Qiu and
Wenjia Bai and
Daniel Rueckert},
title = {Biomechanics-informed Neural Networks for Myocardial Motion Tracking
in {MRI}},
journal = {CoRR},
volume = {abs/2006.04725},
year = {2020},
url = {https://arxiv.org/abs/2006.04725},
eprinttype = {arXiv},
eprint = {2006.04725},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13322,
author = {Chen Chen and
Chen Qin and
Huaqi Qiu and
Cheng Ouyang and
Shuo Wang and
Liang Chen and
Giacomo Tarroni and
Wenjia Bai and
Daniel Rueckert},
title = {Realistic Adversarial Data Augmentation for {MR} Image Segmentation},
journal = {CoRR},
volume = {abs/2006.13322},
year = {2020},
url = {https://arxiv.org/abs/2006.13322},
eprinttype = {arXiv},
eprint = {2006.13322},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13379,
author = {Shuo Wang and
Giacomo Tarroni and
Chen Qin and
Yuanhan Mo and
Chengliang Dai and
Chen Chen and
Ben Glocker and
Yike Guo and
Daniel Rueckert and
Wenjia Bai},
title = {Deep Generative Model-based Quality Control for Cardiac {MRI} Segmentation},
journal = {CoRR},
volume = {abs/2006.13379},
year = {2020},
url = {https://arxiv.org/abs/2006.13379},
eprinttype = {arXiv},
eprint = {2006.13379},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14984,
author = {Chengliang Dai and
Shuo Wang and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
title = {Suggestive Annotation of Brain Tumour Images with Gradient-guided
Sampling},
journal = {CoRR},
volume = {abs/2006.14984},
year = {2020},
url = {https://arxiv.org/abs/2006.14984},
eprinttype = {arXiv},
eprint = {2006.14984},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00584,
author = {Bram Ruijsink and
Esther Puyol{-}Ant{\'{o}}n and
Ye Li and
Wenjia Bai and
Eric Kerfoot and
Reza Razavi and
Andrew P. King},
title = {Quality-aware semi-supervised learning for {CMR} segmentation},
journal = {CoRR},
volume = {abs/2009.00584},
year = {2020},
url = {https://arxiv.org/abs/2009.00584},
eprinttype = {arXiv},
eprint = {2009.00584},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/BalabanHBPMLRPR19,
author = {Gabriel Balaban and
Brian Halliday and
Wenjia Bai and
Bradley Porter and
Carlotta Malvuccio and
Pablo Lamata and
Christopher A. Rinaldi and
Gernot Plank and
Daniel Rueckert and
Sanjay K. Prasad and
Martin J. Bishop},
title = {Scar shape analysis and simulated electrical instabilities in a non-ischemic
dilated cardiomyopathy patient cohort},
journal = {PLoS Comput. Biol.},
volume = {15},
number = {10},
year = {2019},
url = {https://doi.org/10.1371/journal.pcbi.1007421},
doi = {10.1371/JOURNAL.PCBI.1007421},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/BalabanHBPMLRPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/TarroniOBSSPMOC19,
author = {Giacomo Tarroni and
Ozan Oktay and
Wenjia Bai and
Andreas Schuh and
Hideaki Suzuki and
Jonathan Passerat{-}Palmbach and
Antonio de Marvao and
Declan P. O'Regan and
Stuart A. Cook and
Ben Glocker and
Paul M. Matthews and
Daniel Rueckert},
title = {Learning-Based Quality Control for Cardiac {MR} Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {5},
pages = {1127--1138},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2878509},
doi = {10.1109/TMI.2018.2878509},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/TarroniOBSSPMOC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/DuanBSBDBMDOR19,
author = {Jinming Duan and
Ghalib Bello and
Jo Schlemper and
Wenjia Bai and
Timothy J. W. Dawes and
Carlo Biffi and
Antonio de Marvao and
Georgia Doumou and
Declan P. O'Regan and
Daniel Rueckert},
title = {Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined
Multi- Task Deep Learning Approach},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {9},
pages = {2151--2164},
year = {2019},
url = {https://doi.org/10.1109/TMI.2019.2894322},
doi = {10.1109/TMI.2019.2894322},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/DuanBSBDBMDOR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/WangDMAGB19,
author = {Shuo Wang and
Chengliang Dai and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {Automatic Brain Tumour Segmentation and Biophysics-Guided Survival
Prediction},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction
with {MICCAI} 2019, Shenzhen, China, October 17, 2019, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11993},
pages = {61--72},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46643-5\_6},
doi = {10.1007/978-3-030-46643-5\_6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brainles-ws/WangDMAGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DaiMAGB19,
author = {Chengliang Dai and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
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 = {Transfer Learning from Partial Annotations for Whole Brain Segmentation},
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 = {199--206},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33391-1\_23},
doi = {10.1007/978-3-030-33391-1\_23},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DaiMAGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/0042OTSQBR19,
author = {Chen Chen and
Cheng Ouyang and
Giacomo Tarroni and
Jo Schlemper and
Huaqi Qiu and
Wenjia Bai and
Daniel Rueckert},
editor = {Mihaela Pop and
Maxime Sermesant and
Oscar Camara and
Xiahai Zhuang and
Shuo Li and
Alistair A. Young and
Tommaso Mansi and
Avan Suinesiaputra},
title = {Unsupervised Multi-modal Style Transfer for Cardiac {MR} Segmentation},
booktitle = {Statistical Atlases and Computational Models of the Heart. Multi-Sequence
{CMR} Segmentation, CRT-EPiggy and {LV} Full Quantification Challenges
- 10th International Workshop, {STACOM} 2019, Held in Conjunction
with {MICCAI} 2019, Shenzhen, China, October 13, 2019, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {12009},
pages = {209--219},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-39074-7\_22},
doi = {10.1007/978-3-030-39074-7\_22},
timestamp = {Thu, 16 Mar 2023 20:00:44 +0100},
biburl = {https://dblp.org/rec/conf/miccai/0042OTSQBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/0042BTPBR19,
author = {Chen Chen and
Carlo Biffi and
Giacomo Tarroni and
Steffen E. Petersen and
Wenjia Bai and
Daniel Rueckert},
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 = {Learning Shape Priors for Robust Cardiac {MR} Segmentation from Multi-view
Images},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11765},
pages = {523--531},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_58},
doi = {10.1007/978-3-030-32245-8\_58},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/0042BTPBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Bai0T0GPGMR19,
author = {Wenjia Bai and
Chen Chen and
Giacomo Tarroni and
Jinming Duan and
Florian Guitton and
Steffen E. Petersen and
Yike Guo and
Paul M. Matthews and
Daniel Rueckert},
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 = {Self-Supervised Learning for Cardiac {MR} Image Segmentation by Anatomical
Position Prediction},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11765},
pages = {541--549},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_60},
doi = {10.1007/978-3-030-32245-8\_60},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/Bai0T0GPGMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/0001SQOBBBSOR19,
author = {Jinming Duan and
Jo Schlemper and
Chen Qin and
Cheng Ouyang and
Wenjia Bai and
Carlo Biffi and
Ghalib Bello and
Ben Statton and
Declan P. O'Regan and
Daniel Rueckert},
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 = {VS-Net: Variable Splitting Network for Accelerated Parallel {MRI}
Reconstruction},
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 = {713--722},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_78},
doi = {10.1007/978-3-030-32251-9\_78},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/0001SQOBBBSOR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/OksuzCBRPCPKS19,
author = {Ilkay {\"{O}}ks{\"{u}}z and
James R. Clough and
Wenjia Bai and
Bram Ruijsink and
Esther Puyol{-}Ant{\'{o}}n and
Gast{\~{a}}o Cruz and
Claudia Prieto and
Andrew P. King and
Julia A. Schnabel},
editor = {M. Jorge Cardoso and
Aasa Feragen and
Ben Glocker and
Ender Konukoglu and
Ipek Oguz and
Gozde B. Unal and
Tom Vercauteren},
title = {High-quality segmentation of low quality cardiac {MR} images using
k-space artefact correction},
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 = {380--389},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v102/oksuz19a.html},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/OksuzCBRPCPKS19.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-1907-00058,
author = {Carlo Biffi and
Juan J. Cerrolaza and
Giacomo Tarroni and
Wenjia Bai and
Ozan Oktay and
Lo{\"{\i}}c Le Folgoc and
Konstantinos Kamnitsas and
Antonio de Marvao and
Georgia Doumou and
Jinming Duan and
Sanjay K. Prasad and
Stuart A. Cook and
Declan P. O'Regan and
Daniel Rueckert},
title = {Explainable Shape Analysis through Deep Hierarchical Generative Models:
Application to Cardiac Remodeling},
journal = {CoRR},
volume = {abs/1907.00058},
year = {2019},
url = {http://arxiv.org/abs/1907.00058},
eprinttype = {arXiv},
eprint = {1907.00058},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01268,
author = {Chen Chen and
Wenjia Bai and
Rhodri H. Davies and
Anish N. Bhuva and
Charlotte Manisty and
James C. Moon and
Nay Aung and
Aaron M. Lee and
Mihir M. Sanghvi and
Kenneth Fung and
Jos{\'{e}} Miguel Paiva and
Steffen E. Petersen and
Elena Lukaschuk and
Stefan K. Piechnik and
Stefan Neubauer and
Daniel Rueckert},
title = {Improving the generalizability of convolutional neural network-based
segmentation on {CMR} images},
journal = {CoRR},
volume = {abs/1907.01268},
year = {2019},
url = {http://arxiv.org/abs/1907.01268},
eprinttype = {arXiv},
eprint = {1907.01268},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02757,
author = {Wenjia Bai and
Chen Chen and
Giacomo Tarroni and
Jinming Duan and
Florian Guitton and
Steffen E. Petersen and
Yike Guo and
Paul M. Matthews and
Daniel Rueckert},
title = {Self-Supervised Learning for Cardiac {MR} Image Segmentation by Anatomical
Position Prediction},
journal = {CoRR},
volume = {abs/1907.02757},
year = {2019},
url = {http://arxiv.org/abs/1907.02757},
eprinttype = {arXiv},
eprint = {1907.02757},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09983,
author = {Chen Chen and
Carlo Biffi and
Giacomo Tarroni and
Steffen E. Petersen and
Wenjia Bai and
Daniel Rueckert},
title = {Learning Shape Priors for Robust Cardiac {MR} Segmentation from Multi-view
Images},
journal = {CoRR},
volume = {abs/1907.09983},
year = {2019},
url = {http://arxiv.org/abs/1907.09983},
eprinttype = {arXiv},
eprint = {1907.09983},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10033,
author = {Jinming Duan and
Jo Schlemper and
Chen Qin and
Cheng Ouyang and
Wenjia Bai and
Carlo Biffi and
Ghalib Bello and
Ben Statton and
Declan P. O'Regan and
Daniel Rueckert},
title = {VS-Net: Variable splitting network for accelerated parallel {MRI}
reconstruction},
journal = {CoRR},
volume = {abs/1907.10033},
year = {2019},
url = {http://arxiv.org/abs/1907.10033},
eprinttype = {arXiv},
eprint = {1907.10033},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07344,
author = {Chen Chen and
Cheng Ouyang and
Giacomo Tarroni and
Jo Schlemper and
Huaqi Qiu and
Wenjia Bai and
Daniel Rueckert},
title = {Unsupervised Multi-modal Style Transfer for Cardiac {MR} Segmentation},
journal = {CoRR},
volume = {abs/1908.07344},
year = {2019},
url = {http://arxiv.org/abs/1908.07344},
eprinttype = {arXiv},
eprint = {1908.07344},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07623,
author = {Chen Qin and
Wenjia Bai and
Jo Schlemper and
Steffen E. Petersen and
Stefan K. Piechnik and
Stefan Neubauer and
Daniel Rueckert},
title = {Joint Motion Estimation and Segmentation from Undersampled Cardiac
{MR} Image},
journal = {CoRR},
volume = {abs/1908.07623},
year = {2019},
url = {http://arxiv.org/abs/1908.07623},
eprinttype = {arXiv},
eprint = {1908.07623},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10851,
author = {Chengliang Dai and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
title = {Transfer Learning from Partial Annotations for Whole Brain Segmentation},
journal = {CoRR},
volume = {abs/1908.10851},
year = {2019},
url = {http://arxiv.org/abs/1908.10851},
eprinttype = {arXiv},
eprint = {1908.10851},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03723,
author = {Chen Chen and
Chen Qin and
Huaqi Qiu and
Giacomo Tarroni and
Jinming Duan and
Wenjia Bai and
Daniel Rueckert},
title = {Deep learning for cardiac image segmentation: {A} review},
journal = {CoRR},
volume = {abs/1911.03723},
year = {2019},
url = {http://arxiv.org/abs/1911.03723},
eprinttype = {arXiv},
eprint = {1911.03723},
timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08483,
author = {Shuo Wang and
Chengliang Dai and
Yuanhan Mo and
Elsa D. Angelini and
Yike Guo and
Wenjia Bai},
title = {Automatic Brain Tumour Segmentation and Biophysics-Guided Survival
Prediction},
journal = {CoRR},
volume = {abs/1911.08483},
year = {2019},
url = {http://arxiv.org/abs/1911.08483},
eprinttype = {arXiv},
eprint = {1911.08483},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BiffiMADWBSFMBC18,
author = {Carlo Biffi and
Antonio de Marvao and
Mark I Attard and
Timothy J. W. Dawes and
Nicola Whiffin and
Wenjia Bai and
Wenzhe Shi and
Catherine Francis and
Hannah Meyer and
Rachel J. Buchan and
Stuart A. Cook and
Daniel Rueckert and
Declan P. O'Regan},
title = {Three-dimensional cardiovascular imaging-genetics: a mass univariate
framework},
journal = {Bioinform.},
volume = {34},
number = {1},
pages = {97--103},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/btx552},
doi = {10.1093/BIOINFORMATICS/BTX552},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/BiffiMADWBSFMBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SinclairPPBRWCJ18,
author = {Matthew Sinclair and
Devis Peressutti and
Esther Puyol{-}Ant{\'{o}}n and
Wenjia Bai and
Simone Rivolo and
Jessica Webb and
Simon Claridge and
Thomas Jackson and
David Nordsletten and
Myrianthi Hadjicharalambous and
Eric Kerfoot and
Christopher Aldo Rinaldi and
Daniel Rueckert and
Andrew P. King},
title = {Myocardial strain computed at multiple spatial scales from tagged
magnetic resonance imaging: Estimating cardiac biomarkers for {CRT}
patients},
journal = {Medical Image Anal.},
volume = {43},
pages = {169--185},
year = {2018},
url = {https://doi.org/10.1016/j.media.2017.10.004},
doi = {10.1016/J.MEDIA.2017.10.004},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/SinclairPPBRWCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KochRBBTPAR18,
author = {Lisa M. Koch and
Martin Rajchl and
Wenjia Bai and
Christian F. Baumgartner and
Tong Tong and
Jonathan Passerat{-}Palmbach and
Paul Aljabar and
Daniel Rueckert},
title = {Multi-Atlas Segmentation Using Partially Annotated Data: Methods and
Annotation Strategies},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {7},
pages = {1683--1696},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2711020},
doi = {10.1109/TPAMI.2017.2711020},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/KochRBBTPAR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/SuinesiaputraAA18,
author = {Avan Suinesiaputra and
Pierre Ablin and
X{\`{e}}nia Alb{\`{a}} and
Martino Alessandrini and
Jack Allen and
Wenjia Bai and
Serkan {\c{C}}imen and
Peter Claes and
Brett R. Cowan and
Jan D'hooge and
Nicolas Duchateau and
Jan Ehrhardt and
Alejandro F. Frangi and
Ali Gooya and
Vicente Grau and
Karim Lekadir and
Allen Lu and
Anirban Mukhopadhyay and
Ilkay {\"{O}}ks{\"{u}}z and
Nripesh Parajuli and
Xavier Pennec and
Marco Perea{\~{n}}ez and
Catarina Pinto and
Paolo Piras and
Marc{-}Michel Roh{\'{e}} and
Daniel Rueckert and
Dennis S{\"{a}}ring and
Maxime Sermesant and
Kaleem Siddiqi and
Mahdi Tabassian and
Luciano Teresi and
Sotirios A. Tsaftaris and
Matthias Wilms and
Alistair A. Young and
Xingyu Zhang and
Pau Medrano{-}Gracia},
title = {Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct
Classification Challenge},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {22},
number = {2},
pages = {503--515},
year = {2018},
url = {https://doi.org/10.1109/JBHI.2017.2652449},
doi = {10.1109/JBHI.2017.2652449},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/SuinesiaputraAA18.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}
}
@inproceedings{DBLP:conf/cinc/BalabanCHPBPRRP18,
author = {Gabriel Balaban and
Caroline Mendon{\c{c}}a Costa and
Brian Halliday and
Bradley Porter and
Wenjia Bai and
Gernot Plank and
Christopher A. Rinaldi and
Daniel Rueckert and
Sanjay K. Prasad and
Martin J. Bishop},
title = {The Effects of Non-ischemic Fibrosis Texture and Density on Mechanisms
of Reentry},
booktitle = {Computing in Cardiology, CinC 2018, Maastricht, The Netherlands, September
23-26, 2018},
pages = {1--4},
publisher = {www.cinc.org},
year = {2018},
url = {http://www.cinc.org/archives/2018/pdf/CinC2018-225.pdf},
doi = {10.22489/CINC.2018.225},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cinc/BalabanCHPBPRRP18.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/isbi/Puyol-AntonRBLC18,
author = {Esther Puyol{-}Ant{\'{o}}n and
Bram Ruijsink and
Wenjia Bai and
H{\'{e}}l{\`{e}}ne Langet and
Mathieu De Craene and
Julia A. Schnabel and
Paolo Piro and
Andrew P. King and
Matthew Sinclair},
title = {Fully automated myocardial strain estimation from cine {MRI} using
convolutional neural networks},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1139--1143},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363772},
doi = {10.1109/ISBI.2018.8363772},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/Puyol-AntonRBLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/QinBSPPNR18a,
author = {Chen Qin and
Wenjia Bai and
Jo Schlemper and
Steffen E. Petersen and
Stefan K. Piechnik and
Stefan Neubauer and
Daniel Rueckert},
editor = {Florian Knoll and
Andreas K. Maier and
Daniel Rueckert},
title = {Joint Motion Estimation and Segmentation from Undersampled Cardiac
{MR} Image},
booktitle = {Machine Learning for Medical Image Reconstruction - First International
Workshop, {MLMIR} 2018, Held in Conjunction with {MICCAI} 2018, Granada,
Spain, September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11074},
pages = {55--63},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00129-2\_7},
doi = {10.1007/978-3-030-00129-2\_7},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/QinBSPPNR18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SchlemperCBQODP18,
author = {Jo Schlemper and
Daniel Coelho de Castro and
Wenjia Bai and
Chen Qin and
Ozan Oktay and
Jinming Duan and
Anthony N. Price and
Joseph V. Hajnal and
Daniel Rueckert},
editor = {Florian Knoll and
Andreas K. Maier and
Daniel Rueckert},
title = {Bayesian Deep Learning for Accelerated {MR} Image Reconstruction},
booktitle = {Machine Learning for Medical Image Reconstruction - First International
Workshop, {MLMIR} 2018, Held in Conjunction with {MICCAI} 2018, Granada,
Spain, September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11074},
pages = {64--71},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00129-2\_8},
doi = {10.1007/978-3-030-00129-2\_8},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SchlemperCBQODP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DuanSBDBBDMOR18,
author = {Jinming Duan and
Jo Schlemper and
Wenjia Bai and
Timothy J. W. Dawes and
Ghalib Bello and
Carlo Biffi and
Georgia Doumou and
Antonio M. Simoes Monteiro de Marvao and
Declan P. O'Regan and
Daniel Rueckert},
editor = {Martin Reuter and
Christian Wachinger and
Herv{\'{e}} Lombaert and
Beatriz Paniagua and
Marcel L{\"{u}}thi and
Bernhard Egger},
title = {Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation
of Volumetric Cardiac Magnetic Resonance Images},
booktitle = {Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held
in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11167},
pages = {258--267},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04747-4\_24},
doi = {10.1007/978-3-030-04747-4\_24},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DuanSBDBBDMOR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SchlemperOBCDQH18,
author = {Jo Schlemper and
Ozan Oktay and
Wenjia Bai and
Daniel Coelho de Castro and
Jinming Duan and
Chen Qin and
Joseph V. Hajnal and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Cardiac {MR} Segmentation from Undersampled k-space Using Deep Latent
Representation Learning},
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 = {259--267},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_30},
doi = {10.1007/978-3-030-00928-1\_30},
timestamp = {Sun, 04 Aug 2024 19:38:45 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SchlemperOBCDQH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TarroniOSBSSMOC18,
author = {Giacomo Tarroni and
Ozan Oktay and
Matthew Sinclair and
Wenjia Bai and
Andreas Schuh and
Hideaki Suzuki and
Antonio de Marvao and
Declan P. O'Regan and
Stuart A. Cook and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {A Comprehensive Approach for Learning-Based Fully-Automated Inter-slice
Motion Correction for Short-Axis Cine Cardiac {MR} Image Stacks},
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 = {268--276},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_31},
doi = {10.1007/978-3-030-00928-1\_31},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/TarroniOSBSSMOC18.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 = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/AlansaryFVOLBPG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChenBR18,
author = {Chen Chen and
Wenjia Bai and
Daniel Rueckert},
editor = {Mihaela Pop and
Maxime Sermesant and
Jichao Zhao and
Shuo Li and
Kristin McLeod and
Alistair A. Young and
Kawal S. Rhode and
Tommaso Mansi},
title = {Multi-task Learning for Left Atrial Segmentation on {GE-MRI}},
booktitle = {Statistical Atlases and Computational Models of the Heart. Atrial
Segmentation and {LV} Quantification Challenges - 9th International
Workshop, {STACOM} 2018, Held in Conjunction with {MICCAI} 2018, Granada,
Spain, September 16, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11395},
pages = {292--301},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-12029-0\_32},
doi = {10.1007/978-3-030-12029-0\_32},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChenBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BiffiOTBMDRBPCO18,
author = {Carlo Biffi and
Ozan Oktay and
Giacomo Tarroni and
Wenjia Bai and
Antonio M. Simoes Monteiro de Marvao and
Georgia Doumou and
Martin Rajchl and
Reem Bedair and
Sanjay K. Prasad and
Stuart A. Cook and
Declan P. O'Regan and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Learning Interpretable Anatomical Features Through Deep Generative
Models: Application to Cardiac Remodeling},
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 = {464--471},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00934-2\_52},
doi = {10.1007/978-3-030-00934-2\_52},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BiffiOTBMDRBPCO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/QinBSPPNR18,
author = {Chen Qin and
Wenjia Bai and
Jo Schlemper and
Steffen E. Petersen and
Stefan K. Piechnik and
Stefan Neubauer and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Joint Learning of Motion Estimation and Segmentation for Cardiac {MR}
Image Sequences},
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 = {472--480},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00934-2\_53},
doi = {10.1007/978-3-030-00934-2\_53},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/QinBSPPNR18.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/BaiSQTOMR18,
author = {Wenjia Bai and
Hideaki Suzuki and
Chen Qin and
Giacomo Tarroni and
Ozan Oktay and
Paul M. Matthews and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Recurrent Neural Networks for Aortic Image Sequence Segmentation with
Sparse Annotations},
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 = {586--594},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00937-3\_67},
doi = {10.1007/978-3-030-00937-3\_67},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BaiSQTOMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DuanSBDBDMOR18,
author = {Jinming Duan and
Jo Schlemper and
Wenjia Bai and
Timothy J. W. Dawes and
Ghalib Bello and
Georgia Doumou and
Antonio M. Simoes Monteiro de Marvao and
Declan P. O'Regan and
Daniel Rueckert},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Deep Nested Level Sets: Fully Automated Segmentation of Cardiac {MR}
Images in Patients with Pulmonary Hypertension},
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 = {595--603},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00937-3\_68},
doi = {10.1007/978-3-030-00937-3\_68},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DuanSBDBDMOR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2018patchmi,
editor = {Wenjia Bai and
Gerard Sanroma and
Guorong Wu and
Brent C. Munsell and
Yiqiang Zhan and
Pierrick Coup{\'{e}}},
title = {Patch-Based Techniques in Medical Imaging - 4th International Workshop,
Patch-MI 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11075},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00500-9},
doi = {10.1007/978-3-030-00500-9},
isbn = {978-3-030-00499-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2018patchmi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09354,
author = {Giacomo Tarroni and
Ozan Oktay and
Wenjia Bai and
Andreas Schuh and
Hideaki Suzuki and
Jonathan Passerat{-}Palmbach and
Ben Glocker and
Paul M. Matthews and
Daniel Rueckert},
title = {Learning-Based Quality Control for Cardiac {MR} Images},
journal = {CoRR},
volume = {abs/1803.09354},
year = {2018},
url = {http://arxiv.org/abs/1803.09354},
eprinttype = {arXiv},
eprint = {1803.09354},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09354.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-1806-00363,
author = {Vanya V. Valindria and
Ioannis Lavdas and
Wenjia Bai and
Konstantinos Kamnitsas and
Eric O. Aboagye and
Andrea G. Rockall and
Daniel Rueckert and
Ben Glocker},
title = {Domain Adaptation for {MRI} Organ Segmentation using Reverse Classification
Accuracy},
journal = {CoRR},
volume = {abs/1806.00363},
year = {2018},
url = {http://arxiv.org/abs/1806.00363},
eprinttype = {arXiv},
eprint = {1806.00363},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00363.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-1806-04066,
author = {Chen Qin and
Wenjia Bai and
Jo Schlemper and
Steffen E. Petersen and
Stefan K. Piechnik and
Stefan Neubauer and
Daniel Rueckert},
title = {Joint Learning of Motion Estimation and Segmentation for Cardiac {MR}
Image Sequences},
journal = {CoRR},
volume = {abs/1806.04066},
year = {2018},
url = {http://arxiv.org/abs/1806.04066},
eprinttype = {arXiv},
eprint = {1806.04066},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04066.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-1807-06843,
author = {Carlo Biffi and
Ozan Oktay and
Giacomo Tarroni and
Wenjia Bai and
Antonio M. Simoes Monteiro de Marvao and
Georgia Doumou and
Martin Rajchl and
Reem Bedair and
Sanjay K. Prasad and
Stuart A. Cook and
Declan P. O'Regan and
Daniel Rueckert},
title = {Learning Interpretable Anatomical Features Through Deep Generative
Models: Application to Cardiac Remodeling},
journal = {CoRR},
volume = {abs/1807.06843},
year = {2018},
url = {http://arxiv.org/abs/1807.06843},
eprinttype = {arXiv},
eprint = {1807.06843},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-06843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-10760,
author = {Jinming Duan and
Jo Schlemper and
Wenjia Bai and
Timothy J. W. Dawes and
Ghalib Bello and
Georgia Doumou and
Antonio M. Simoes Monteiro de Marvao and
Declan P. O'Regan and
Daniel Rueckert},
title = {Deep nested level sets: Fully automated segmentation of cardiac {MR}
images in patients with pulmonary hypertension},
journal = {CoRR},
volume = {abs/1807.10760},
year = {2018},
url = {http://arxiv.org/abs/1807.10760},
eprinttype = {arXiv},
eprint = {1807.10760},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-10760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00273,
author = {Wenjia Bai and
Hideaki Suzuki and
Chen Qin and
Giacomo Tarroni and
Ozan Oktay and
Paul M. Matthews and
Daniel Rueckert},
title = {Recurrent neural networks for aortic image sequence segmentation with
sparse annotations},
journal = {CoRR},
volume = {abs/1808.00273},
year = {2018},
url = {http://arxiv.org/abs/1808.00273},
eprinttype = {arXiv},
eprint = {1808.00273},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08578,
author = {Jinming Duan and
Ghalib Bello and
Jo Schlemper and
Wenjia Bai and
Timothy J. W. Dawes and
Carlo Biffi and
Antonio de Marvao and
Georgia Doumou and
Declan P. O'Regan and
Daniel Rueckert},
title = {Automatic 3D bi-ventricular segmentation of cardiac images by a shape-constrained
multi-task deep learning approach},
journal = {CoRR},
volume = {abs/1808.08578},
year = {2018},
url = {http://arxiv.org/abs/1808.08578},
eprinttype = {arXiv},
eprint = {1808.08578},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02201,
author = {Giacomo Tarroni and
Ozan Oktay and
Matthew Sinclair and
Wenjia Bai and
Andreas Schuh and
Hideaki Suzuki and
Antonio de Marvao and
Declan P. O'Regan and
Stuart A. Cook and
Daniel Rueckert},
title = {A Comprehensive Approach for Learning-based Fully-Automated Inter-slice
Motion Correction for Short-Axis Cine Cardiac {MR} Image Stacks},
journal = {CoRR},
volume = {abs/1810.02201},
year = {2018},
url = {http://arxiv.org/abs/1810.02201},
eprinttype = {arXiv},
eprint = {1810.02201},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13205,
author = {Chen Chen and
Wenjia Bai and
Daniel Rueckert},
title = {Multi-Task Learning for Left Atrial Segmentation on {GE-MRI}},
journal = {CoRR},
volume = {abs/1810.13205},
year = {2018},
url = {http://arxiv.org/abs/1810.13205},
eprinttype = {arXiv},
eprint = {1810.13205},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-13205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/PeressuttiSBJRN17,
author = {Devis Peressutti and
Matthew Sinclair and
Wenjia Bai and
Thomas Jackson and
Jacobus Ruijsink and
David Nordsletten and
Liya Asner and
Myrianthi Hadjicharalambous and
Christopher Aldo Rinaldi and
Daniel Rueckert and
Andrew P. King},
title = {A framework for combining a motion atlas with non-motion information
to learn clinically useful biomarkers: Application to cardiac resynchronisation
therapy response prediction},
journal = {Medical Image Anal.},
volume = {35},
pages = {669--684},
year = {2017},
url = {https://doi.org/10.1016/j.media.2016.10.002},
doi = {10.1016/J.MEDIA.2016.10.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/PeressuttiSBJRN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/OktayBGRMOCHGR17,
author = {Ozan Oktay and
Wenjia Bai and
Ricardo Guerrero and
Martin Rajchl and
Antonio de Marvao and
Declan P. O'Regan and
Stuart A. Cook and
Mattias P. Heinrich and
Ben Glocker and
Daniel Rueckert},
title = {Stratified Decision Forests for Accurate Anatomical Landmark Localization
in Cardiac Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {1},
pages = {332--342},
year = {2017},
url = {https://doi.org/10.1109/TMI.2016.2597270},
doi = {10.1109/TMI.2016.2597270},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/OktayBGRMOCHGR17.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/ValindriaLBKARR17,
author = {Vanya V. Valindria and
Ioannis Lavdas and
Wenjia Bai and
Konstantinos Kamnitsas and
Eric O. Aboagye and
Andrea G. Rockall and
Daniel Rueckert and
Ben Glocker},
title = {Reverse Classification Accuracy: Predicting Segmentation Performance
in the Absence of Ground Truth},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {8},
pages = {1597--1606},
year = {2017},
url = {https://doi.org/10.1109/TMI.2017.2665165},
doi = {10.1109/TMI.2017.2665165},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/ValindriaLBKARR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fimh/TarroniOBSSPGMO17,
author = {Giacomo Tarroni and
Ozan Oktay and
Wenjia Bai and
Andreas Schuh and
Hideaki Suzuki and
Jonathan Passerat{-}Palmbach and
Ben Glocker and
Antonio de Marvao and
Declan P. O'Regan and
Stuart A. Cook and
Daniel Rueckert},
editor = {Mihaela Pop and
Graham A. Wright},
title = {Learning-Based Heart Coverage Estimation for Short-Axis Cine Cardiac
{MR} Images},
booktitle = {Functional Imaging and Modelling of the Heart - 9th International
Conference, {FIMH} 2017, Toronto, ON, Canada, June 11-13, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10263},
pages = {73--82},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59448-4\_8},
doi = {10.1007/978-3-319-59448-4\_8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fimh/TarroniOBSSPGMO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaiOSSRTGKMR17,
author = {Wenjia Bai and
Ozan Oktay and
Matthew Sinclair and
Hideaki Suzuki and
Martin Rajchl and
Giacomo Tarroni and
Ben Glocker and
Andrew P. King and
Paul M. Matthews and
Daniel Rueckert},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Semi-supervised Learning for Network-Based Cardiac {MR} Image Segmentation},
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 = {253--260},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66185-8\_29},
doi = {10.1007/978-3-319-66185-8\_29},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BaiOSSRTGKMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SinclairBPORK17,
author = {Matthew Sinclair and
Wenjia Bai and
Esther Puyol{-}Ant{\'{o}}n and
Ozan Oktay and
Daniel Rueckert and
Andrew P. King},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Fully Automated Segmentation-Based Respiratory Motion Correction of
Multiplanar Cardiac Magnetic Resonance Images for Large-Scale Datasets},
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 = {332--340},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66185-8\_38},
doi = {10.1007/978-3-319-66185-8\_38},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SinclairBPORK17.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, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KamnitsasBFMSPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RobinsonVBSMPRG17,
author = {Robert Robinson and
Vanya V. Valindria and
Wenjia Bai and
Hideaki Suzuki and
Paul M. Matthews and
Chris Page and
Daniel Rueckert and
Ben Glocker},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Automatic Quality Control of Cardiac {MRI} Segmentation in Large-Scale
Population Imaging},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10433},
pages = {720--727},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66182-7\_82},
doi = {10.1007/978-3-319-66182-7\_82},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RobinsonVBSMPRG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2017patchmi,
editor = {Guorong Wu and
Brent C. Munsell and
Yiqiang Zhan and
Wenjia Bai and
Gerard Sanroma and
Pierrick Coup{\'{e}}},
title = {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},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67434-6},
doi = {10.1007/978-3-319-67434-6},
isbn = {978-3-319-67433-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2017patchmi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ValindriaLBKARR17,
author = {Vanya V. Valindria and
Ioannis Lavdas and
Wenjia Bai and
Konstantinos Kamnitsas and
Eric O. Aboagye and
Andrea G. Rockall and
Daniel Rueckert and
Ben Glocker},
title = {Reverse Classification Accuracy: Predicting Segmentation Performance
in the Absence of Ground Truth},
journal = {CoRR},
volume = {abs/1702.03407},
year = {2017},
url = {http://arxiv.org/abs/1702.03407},
eprinttype = {arXiv},
eprint = {1702.03407},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ValindriaLBKARR17.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-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}
}
@inproceedings{DBLP:conf/cinc/OktayTBMOCR16,
author = {Ozan Oktay and
Giacomo Tarroni and
Wenjia Bai and
Antonio de Marvao and
Declan P. O'Regan and
Stuart A. Cook and
Daniel Rueckert},
title = {Respiratory Motion Correction for 2D Cine Cardiac {MR} Images using
Probabilistic Edge Maps},
booktitle = {Computing in Cardiology, CinC 2016, Vancouver, Canada, September 11-14,
2016},
publisher = {www.cinc.org},
year = {2016},
url = {http://www.cinc.org/archives/2016/pdf/041-323.pdf},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/cinc/OktayTBMOCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SinclairPPBNHKJ16,
author = {Matthew Sinclair and
Devis Peressutti and
Esther Puyol{-}Ant{\'{o}}n and
Wenjia Bai and
David Nordsletten and
Myrianthi Hadjicharalambous and
Eric Kerfoot and
Tom Jackson and
Simon Claridge and
C. Aldo Rinaldi and
Daniel Rueckert and
Andrew P. King},
editor = {Tommaso Mansi and
Kristin McLeod and
Mihaela Pop and
Kawal S. Rhode and
Maxime Sermesant and
Alistair A. Young},
title = {Learning Optimal Spatial Scales for Cardiac Strain Analysis Using
a Motion Atlas},
booktitle = {Statistical Atlases and Computational Models of the Heart. Imaging
and Modelling Challenges - 7th International Workshop, {STACOM} 2016,
Held in Conjunction with {MICCAI} 2016, Athens, Greece, October 17,
2016, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10124},
pages = {57--65},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-52718-5\_7},
doi = {10.1007/978-3-319-52718-5\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SinclairPPBNHKJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OktayBLGKCMCOR16,
author = {Ozan Oktay and
Wenjia Bai and
Matthew C. H. Lee and
Ricardo Guerrero and
Konstantinos Kamnitsas and
Jose Caballero and
Antonio de Marvao and
Stuart A. Cook and
Declan P. O'Regan 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 = {Multi-input Cardiac Image Super-Resolution Using Convolutional Neural
Networks},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9902},
pages = {246--254},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46726-9\_29},
doi = {10.1007/978-3-319-46726-9\_29},
timestamp = {Mon, 05 Feb 2024 20:27:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/OktayBLGKCMCOR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KochRBBTPAR16,
author = {Lisa M. Koch and
Martin Rajchl and
Wenjia Bai and
Christian F. Baumgartner and
Tong Tong and
Jonathan Passerat{-}Palmbach and
Paul Aljabar and
Daniel Rueckert},
title = {Multi-Atlas Segmentation using Partially Annotated Data: Methods and
Annotation Strategies},
journal = {CoRR},
volume = {abs/1605.00029},
year = {2016},
url = {http://arxiv.org/abs/1605.00029},
eprinttype = {arXiv},
eprint = {1605.00029},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KochRBBTPAR16.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/mia/BaiSLR15,
author = {Wenjia Bai and
Wenzhe Shi and
Christian Ledig and
Daniel Rueckert},
title = {Multi-atlas segmentation with augmented features for cardiac {MR}
images},
journal = {Medical Image Anal.},
volume = {19},
number = {1},
pages = {98--109},
year = {2015},
url = {https://doi.org/10.1016/j.media.2014.09.005},
doi = {10.1016/J.MEDIA.2014.09.005},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BaiSLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/PetitjeanZBDGCRACCJLDDEMNOOPPPRRSSWWY15,
author = {Caroline Petitjean and
Maria A. Zuluaga and
Wenjia Bai and
Jean{-}Nicolas Dacher and
Damien Grosgeorge and
J{\'{e}}r{\^{o}}me Caudron and
Su Ruan and
Ismail Ben Ayed and
Manuel Jorge Cardoso and
Hsiang{-}Chou Chen and
Daniel Jimenez{-}Carretero and
Mar{\'{\i}}a J. Ledesma{-}Carbayo and
Christos Davatzikos and
Jimit Doshi and
G{\"{u}}ray Erus and
Oskar M. O. Maier and
Cyrus M. S. Nambakhsh and
Yangming Ou and
S{\'{e}}bastien Ourselin and
Chun{-}Wei Peng and
Nicholas S. Peters and
Terry M. Peters and
Martin Rajchl and
Daniel Rueckert and
Andr{\'{e}}s Santos and
Wenzhe Shi and
Ching{-}Wei Wang and
Haiyan Wang and
Jing Yuan},
title = {Right ventricle segmentation from cardiac {MRI:} {A} collation study},
journal = {Medical Image Anal.},
volume = {19},
number = {1},
pages = {187--202},
year = {2015},
url = {https://doi.org/10.1016/j.media.2014.10.004},
doi = {10.1016/J.MEDIA.2014.10.004},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/PetitjeanZBDGCRACCJLDDEMNOOPPPRRSSWWY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BaiSMDOCR15,
author = {Wenjia Bai and
Wenzhe Shi and
Antonio M. Simoes Monteiro de Marvao and
Timothy J. W. Dawes and
Declan P. O'Regan and
Stuart A. Cook and
Daniel Rueckert},
title = {A bi-ventricular cardiac atlas built from 1000+ high resolution {MR}
images of healthy subjects and an analysis of shape and motion},
journal = {Medical Image Anal.},
volume = {26},
number = {1},
pages = {133--145},
year = {2015},
url = {https://doi.org/10.1016/j.media.2015.08.009},
doi = {10.1016/J.MEDIA.2015.08.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BaiSMDOCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fimh/BaiPOSOKR15,
author = {Wenjia Bai and
Devis Peressutti and
Ozan Oktay and
Wenzhe Shi and
Declan P. O'Regan and
Andrew P. King and
Daniel Rueckert},
editor = {Hans C. van Assen and
Peter Bovendeerd and
Tammo Delhaas},
title = {Learning a Global Descriptor of Cardiac Motion from a Large Cohort
of 1000+ Normal Subjects},
booktitle = {Functional Imaging and Modeling of the Heart - 8th International Conference,
{FIMH} 2015, Maastricht, The Netherlands, June 25-27, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9126},
pages = {3--11},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20309-6\_1},
doi = {10.1007/978-3-319-20309-6\_1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fimh/BaiPOSOKR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fimh/WangSBMDOECR15,
author = {Haiyan Wang and
Wenzhe Shi and
Wenjia Bai and
Antonio M. Simoes Monteiro de Marvao and
Timothy J. W. Dawes and
Declan P. O'Regan and
Philip J. Edwards and
Stuart A. Cook and
Daniel Rueckert},
editor = {Hans C. van Assen and
Peter Bovendeerd and
Tammo Delhaas},
title = {Prediction of Clinical Information from Cardiac {MRI} Using Manifold
Learning},
booktitle = {Functional Imaging and Modeling of the Heart - 8th International Conference,
{FIMH} 2015, Maastricht, The Netherlands, June 25-27, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9126},
pages = {91--98},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20309-6\_11},
doi = {10.1007/978-3-319-20309-6\_11},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fimh/WangSBMDOECR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fimh/OktayGKSBSPR15,
author = {Ozan Oktay and
Alberto G{\'{o}}mez and
Kevin Keraudren and
Andreas Schuh and
Wenjia Bai and
Wenzhe Shi and
Graeme P. Penney and
Daniel Rueckert},
editor = {Hans C. van Assen and
Peter Bovendeerd and
Tammo Delhaas},
title = {Probabilistic Edge Map {(PEM)} for 3D Ultrasound Image Registration
and Multi-atlas Left Ventricle Segmentation},
booktitle = {Functional Imaging and Modeling of the Heart - 8th International Conference,
{FIMH} 2015, Maastricht, The Netherlands, June 25-27, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9126},
pages = {223--230},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20309-6\_26},
doi = {10.1007/978-3-319-20309-6\_26},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fimh/OktayGKSBSPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaiPPOROCKR15,
author = {Wenjia Bai and
Devis Peressutti and
Sarah Parisot and
Ozan Oktay and
Martin Rajchl and
Declan P. O'Regan and
Stuart A. Cook and
Andrew P. King and
Daniel Rueckert},
editor = {Oscar Camara and
Tommaso Mansi and
Mihaela Pop and
Kawal S. Rhode and
Maxime Sermesant and
Alistair A. Young},
title = {Beyond the {AHA} 17-Segment Model: Motion-Driven Parcellation of the
Left Ventricle},
booktitle = {Statistical Atlases and Computational Models of the Heart. Imaging
and Modelling Challenges - 6th International Workshop, {STACOM} 2015,
Held in Conjunction with {MICCAI} 2015, Munich, Germany, October 9,
2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9534},
pages = {13--20},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28712-6\_2},
doi = {10.1007/978-3-319-28712-6\_2},
timestamp = {Thu, 16 Mar 2023 20:00:44 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BaiPPOROCKR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PeressuttiBSTJS15,
author = {Devis Peressutti and
Wenjia Bai and
Wenzhe Shi and
Catalina Tobon{-}Gomez and
Thomas Jackson and
Manav Sohal and
C. Aldo Rinaldi and
Daniel Rueckert and
Andrew P. King},
editor = {Oscar Camara and
Tommaso Mansi and
Mihaela Pop and
Kawal S. Rhode and
Maxime Sermesant and
Alistair A. Young},
title = {Towards Left Ventricular Scar Localisation Using Local Motion Descriptors},
booktitle = {Statistical Atlases and Computational Models of the Heart. Imaging
and Modelling Challenges - 6th International Workshop, {STACOM} 2015,
Held in Conjunction with {MICCAI} 2015, Munich, Germany, October 9,
2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9534},
pages = {30--39},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28712-6\_4},
doi = {10.1007/978-3-319-28712-6\_4},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/PeressuttiBSTJS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaiOR15,
author = {Wenjia Bai and
Ozan Oktay and
Daniel Rueckert},
editor = {Oscar Camara and
Tommaso Mansi and
Mihaela Pop and
Kawal S. Rhode and
Maxime Sermesant and
Alistair A. Young},
title = {Classification of Myocardial Infarcted Patients by Combining Shape
and Motion Features},
booktitle = {Statistical Atlases and Computational Models of the Heart. Imaging
and Modelling Challenges - 6th International Workshop, {STACOM} 2015,
Held in Conjunction with {MICCAI} 2015, Munich, Germany, October 9,
2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9534},
pages = {140--145},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28712-6\_15},
doi = {10.1007/978-3-319-28712-6\_15},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BaiOR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PeressuttiBJSRR15,
author = {Devis Peressutti and
Wenjia Bai and
Thomas Jackson and
Manav Sohal and
C. Aldo Rinaldi and
Daniel Rueckert and
Andrew P. King},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Prospective Identification of {CRT} Super Responders Using a Motion
Atlas and Random Projection Ensemble Learning},
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 = {493--500},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24574-4\_59},
doi = {10.1007/978-3-319-24574-4\_59},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/PeressuttiBJSRR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LedigSBR14,
author = {Christian Ledig and
Wenzhe Shi and
Wenjia Bai and
Daniel Rueckert},
title = {Patch-Based Evaluation of Image Segmentation},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {3065--3072},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.392},
doi = {10.1109/CVPR.2014.392},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LedigSBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CaballeroBPRH14,
author = {Jose Caballero and
Wenjia Bai and
Anthony N. Price and
Daniel Rueckert and
Joseph V. Hajnal},
editor = {Polina Golland and
Nobuhiko Hata and
Christian Barillot and
Joachim Hornegger and
Robert D. Howe},
title = {Application-Driven {MRI:} Joint Reconstruction and Segmentation from
Undersampled {MRI} Data},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2014 - 17th International Conference, Boston, MA, USA, September 14-18,
2014, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8673},
pages = {106--113},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10404-1\_14},
doi = {10.1007/978-3-319-10404-1\_14},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CaballeroBPRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShiLBLZMDOR14,
author = {Wenzhe Shi and
Herve Lombaert and
Wenjia Bai and
Christian Ledig and
Xiahai Zhuang and
Antonio M. Simoes Monteiro de Marvao and
Timothy Dawes and
Declan P. O'Regan and
Daniel Rueckert},
editor = {Polina Golland and
Nobuhiko Hata and
Christian Barillot and
Joachim Hornegger and
Robert D. Howe},
title = {Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2014 - 17th International Conference, Boston, MA, USA, September 14-18,
2014, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8673},
pages = {348--355},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10404-1\_44},
doi = {10.1007/978-3-319-10404-1\_44},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ShiLBLZMDOR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ShiJAPBWOZR13,
author = {Wenzhe Shi and
Martin Jantsch and
Paul Aljabar and
Luis Pizarro and
Wenjia Bai and
Haiyan Wang and
Declan P. O'Regan and
Xiahai Zhuang and
Daniel Rueckert},
title = {Temporal sparse free-form deformations},
journal = {Medical Image Anal.},
volume = {17},
number = {7},
pages = {779--789},
year = {2013},
url = {https://doi.org/10.1016/j.media.2013.04.010},
doi = {10.1016/J.MEDIA.2013.04.010},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/ShiJAPBWOZR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BaiSOTWJPR13,
author = {Wenjia Bai and
Wenzhe Shi and
Declan P. O'Regan and
Tong Tong and
Haiyan Wang and
Shahnaz Jamil{-}Copley and
Nicholas S. Peters and
Daniel Rueckert},
title = {A Probabilistic Patch-Based Label Fusion Model for Multi-Atlas Segmentation
With Registration Refinement: Application to Cardiac {MR} Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {32},
number = {7},
pages = {1302--1315},
year = {2013},
url = {https://doi.org/10.1109/TMI.2013.2256922},
doi = {10.1109/TMI.2013.2256922},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BaiSOTWJPR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShiCLZBBMDOR13,
author = {Wenzhe Shi and
Jose Caballero and
Christian Ledig and
Xiahai Zhuang and
Wenjia Bai and
Kanwal K. Bhatia and
Antonio M. Simoes Monteiro de Marvao and
Tim Dawes and
Declan P. O'Regan and
Daniel Rueckert},
editor = {Kensaku Mori and
Ichiro Sakuma and
Yoshinobu Sato and
Christian Barillot and
Nassir Navab},
title = {Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas
PatchMatch},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2013 - 16th International Conference, Nagoya, Japan, September 22-26,
2013, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8151},
pages = {9--16},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40760-4\_2},
doi = {10.1007/978-3-642-40760-4\_2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ShiCLZBBMDOR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShiZPBWTER12,
author = {Wenzhe Shi and
Xiahai Zhuang and
Luis Pizarro and
Wenjia Bai and
Haiyan Wang and
Kai{-}Pin Tung and
Philip J. Edwards and
Daniel Rueckert},
editor = {Nicholas Ayache and
Herv{\'{e}} Delingette and
Polina Golland and
Kensaku Mori},
title = {Registration Using Sparse Free-Form Deformations},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2012 - 15th International Conference, Nice, France, October 1-5, 2012,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7511},
pages = {659--666},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33418-4\_81},
doi = {10.1007/978-3-642-33418-4\_81},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ShiZPBWTER12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BaiB11,
author = {Wenjia Bai and
Michael Brady},
title = {Motion Correction and Attenuation Correction for Respiratory Gated
{PET} Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {30},
number = {2},
pages = {351--365},
year = {2011},
url = {https://doi.org/10.1109/TMI.2010.2078514},
doi = {10.1109/TMI.2010.2078514},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BaiB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BaiB09,
author = {Wenjia Bai and
Michael Brady},
title = {Spatio-Temporal Image Registration for Respiratory Motion Correction
in {PET} Imaging},
booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
pages = {426--429},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5193075},
doi = {10.1109/ISBI.2009.5193075},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BaiB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmei/WangFMCLCB08,
author = {Pengfei Wang and
Jianhua Fu and
Wanyun Ma and
Dieyan Chen and
Danyu Lv and
Rui Chen and
Wenjia Bai},
title = {Imaging of Calcium Oscillation in Mouse Oocyte/zygote by Two Photon
Laser Scanning Microscopy},
booktitle = {Proceedings of the 2008 International Conference on BioMedical Engineering
and Informatics, {BMEI} 2008, May 28-30, 2008, Sanya, Hainan, China
- Volume 2},
pages = {81--84},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/BMEI.2008.144},
doi = {10.1109/BMEI.2008.144},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmei/WangFMCLCB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BaiZZJW07,
author = {Wenjia Bai and
Xiaobo Zhou and
Jinmin Zhu and
Liang Ji and
Stephen T. C. Wong},
title = {Tracking of Migrating Glioma Cells in Feature Space},
booktitle = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
pages = {272--275},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ISBI.2007.356841},
doi = {10.1109/ISBI.2007.356841},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BaiZZJW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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