Multimodal Personalisation of Cardiac Electrophysiology Models Combining 12-Lead ECG and Computed Tomography.

Buntheng Ly Buntheng Ly Nicolas Cedilnik Mihaela Pop Josselin Duchateau Frédéric Sacher Pierre Jaïs Hubert Cochet Maxime Sermesant Multimodal Personalisation of Cardiac Electrophysiology Models Combining 12-Lead ECG and Computed Tomography. 3-16 2025 FIMH (1) https://doi.org/10.1007/978-3-031-94559-5_1 conf/fimh/2025-1 db/conf/fimh/fimh2025-1.html#LyCPDSJCS25 streams/conf/fimh Evariste Njomgue Fotso Marta Nuñez Garcia Buntheng Ly Hubert Cochet Maxime Sermesant Uncertainty-Informed Multimodal Infarct Age Prediction from Imaging and Clinical Data. 55-66 2025 FIMH (2) https://doi.org/10.1007/978-3-031-94562-5_6 conf/fimh/2025-2 db/conf/fimh/fimh2025-2.html#FotsoGLCS25 streams/conf/fimh Jesus Jairo Rodríguez Padilla Rafael Silva Buntheng Ly Graham A. Wright Mihaela Pop Maxime Sermesant In Silico Assessment of Arrhythmia Inducibility Dependence on Stimulus Location Using Calibrated MR-Based Infarcted Heart Models. 94-107 2025 FIMH (1) https://doi.org/10.1007/978-3-031-94559-5_9 conf/fimh/2025-1 db/conf/fimh/fimh2025-1.html#PadillaSLWPS25 streams/conf/fimh Evariste Njomgue Fotso Buntheng Ly Hubert Cochet Maxime Sermesant Constraint-Based Model in Multimodal Learning to Improve Ventricular Arrhythmia Prediction. 12-21 2024 CMRxRecon/MBAS/STACOM@MICCAI https://doi.org/10.1007/978-3-031-87756-8_2 conf/miccai/2024stacom db/conf/miccai/stacom2024.html#FotsoLCS24 streams/conf/miccai Javier Villar-Valero Jesus Jairo Rodríguez Padilla Buntheng Ly Juan F. Gomez Mihaela Pop Beatriz Trénor Maxime Sermesant Exploring Chemotherapy-Induced Cardiotoxicity Combining A 3D Computational Model and Preclinical Cardiac Imaging Data. 64-74 2024 CMRxRecon/MBAS/STACOM@MICCAI https://doi.org/10.1007/978-3-031-87756-8_7 conf/miccai/2024stacom db/conf/miccai/stacom2024.html#VillarValeroPLGPTS24 streams/conf/miccai Buntheng Ly Sonny Finsterbach Marta Nuñez Garcia Hubert Cochet Maxime Sermesant Can Interpretable Learning of Risk Explain Ventricular Arrhythmia Mechanism? 421-432 2024 CMRxRecon/MBAS/STACOM@MICCAI https://doi.org/10.1007/978-3-031-87756-8_41 conf/miccai/2024stacom db/conf/miccai/stacom2024.html#LyFGCS24 streams/conf/miccai

Reuben Dorent Aaron Kujawa Marina Ivory Spyridon Bakas Nicola Rieke Samuel Joutard Ben Glocker M. Jorge Cardoso Marc Modat Kayhan Batmanghelich Arseniy Belkov Maria G. Baldeon Calisto Jae Won Choi Benoit M. Dawant Hexin Dong Sergio Escalera Yubo Fan Lasse Hansen Mattias P. Heinrich Smriti Joshi Victoriya Kashtanova Hyeongyu Kim Satoshi Kondo Christian N. Kruse Susana K. Lai-Yuen Hao Li 0108 Han Liu Buntheng Ly Ipek Oguz Hyungseob Shin Boris Shirokikh Zixian Su Guotai Wang Jianghao Wu 0001 Yanwu Xu 0001 Kai Yao Li Zhang 0047 Sébastien Ourselin Jonathan Shapey Tom Vercauteren CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. 102628 2023 83 Medical Image Anal. https://doi.org/10.1016/j.media.2022.102628 https://www.wikidata.org/entity/Q115440119 db/journals/mia/mia83.html#DorentKIBRJGCMB23

Buntheng Ly Mihaela Pop Hubert Cochet Nicolas Duchateau Declan P. O'Regan Maxime Sermesant Outcome Prediction. 105-133 2023 AI and Big Data in Cardiology https://doi.org/10.1007/978-3-031-05071-8_6 books/sp/23/DK2023 db/books/collections/DK2023.html#LyPCDOS23 Buntheng Ly Deep learning on large clinical databases for image-based predictions of cardiac arrhythmias. (Apprentissage profond sur de grandes bases de données cliniques pour la prédiction des arythmies cardiaques à partir de l'imagerie). 2022 Côte d'Azur University, Nice, France https://tel.archives-ouvertes.fr/tel-04088542

Xiahai Zhuang Jiahang Xu Xinzhe Luo Chen Chen 0042 Cheng Ouyang Daniel Rueckert Víctor M. Campello Karim Lekadir Sulaiman Vesal Nishant Ravikumar Yashu Liu 0003 Gongning Luo Jingkun Chen Hongwei Li 0004 Buntheng Ly Maxime Sermesant Holger Roth Wentao Zhu 0001 Jiexiang Wang Xinghao Ding Xinyue Wang Sen Yang 0006 Lei Li 0020 Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge. 102528 2022 81 Medical Image Anal. https://doi.org/10.1016/j.media.2022.102528 https://www.wikidata.org/entity/Q114147805 db/journals/mia/mia81.html#ZhuangXLCORCLVR22

Buntheng Ly Sonny Finsterbach Marta Nuñez Garcia Pierre Jaïs Damien Garreau Hubert Cochet Maxime Sermesant Interpretable Prediction of Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network. 157-167 2022 STACOM@MICCAI https://doi.org/10.1007/978-3-031-23443-9_15 conf/stacom-ws/2022 db/conf/stacom-ws/stacom-ws2022.html#LyFGJGCS22

Reuben Dorent Aaron Kujawa Marina Ivory Spyridon Bakas Nicola Rieke Samuel Joutard Ben Glocker Jorge Cardoso 0002 Marc Modat Kayhan Batmanghelich Arseniy Belkov Maria G. Baldeon Calisto Jae Won Choi Benoit M. Dawant Hexin Dong Sergio Escalera Yubo Fan Lasse Hansen Mattias P. Heinrich Smriti Joshi Victoriya Kashtanova Hyeongyu Kim Satoshi Kondo Christian N. Kruse Susana K. Lai-Yuen Hao Li 0108 Han Liu Buntheng Ly Ipek Oguz Hyungseob Shin Boris Shirokikh Zixian Su Guotai Wang Jianghao Wu 0001 Yanwu Xu 0001 Kai Yao Li Zhang 0047 Sébastien Ourselin Jonathan Shapey Tom Vercauteren CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. 2022 abs/2201.02831 CoRR https://arxiv.org/abs/2201.02831 db/journals/corr/corr2201.html#abs-2201-02831

Buntheng Ly Sonny Finsterbach Marta Nuñez Garcia Hubert Cochet Maxime Sermesant Scar-Related Ventricular Arrhythmia Prediction from Imaging Using Explainable Deep Learning. 461-470 2021 FIMH https://doi.org/10.1007/978-3-030-78710-3_44 conf/fimh/2021 db/conf/fimh/fimh2021.html#LyFGCS21

Xiahai Zhuang Jiahang Xu Xinzhe Luo Chen Chen 0042 Cheng Ouyang Daniel Rueckert Víctor M. Campello Karim Lekadir Sulaiman Vesal Nishant Ravikumar Yashu Liu 0003 Gongning Luo Jingkun Chen Hongwei Li 0004 Buntheng Ly Maxime Sermesant Holger Roth Wentao Zhu 0001 Jiexiang Wang Xinghao Ding Xinyue Wang Sen Yang 0006 Lei Li 0020 Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge. 2020 abs/2006.12434 CoRR https://arxiv.org/abs/2006.12434 db/journals/corr/corr2006.html#abs-2006-12434

Buntheng Ly Hubert Cochet Maxime Sermesant Style Data Augmentation for Robust Segmentation of Multi-modality Cardiac MRI. 197-208 2019 STACOM@MICCAI https://doi.org/10.1007/978-3-030-39074-7_21 conf/miccai/2019stacom db/conf/miccai/stacom2019.html#LyCS19 Spyridon Bakas Kayhan Batmanghelich Arseniy Belkov Maria G. Baldeon Calisto Víctor M. Campello Manuel Jorge CardosoM. Jorge CardosoJorge Cardoso 0002 Nicolas Cedilnik Chen Chen 0042 Jingkun Chen Jae Won Choi Hubert Cochet Benoit M. Dawant Xinghao Ding Hexin Dong Reuben Dorent Josselin Duchateau Nicolas Duchateau Sergio Escalera Yubo Fan Sonny Finsterbach Evariste Njomgue Fotso Marta Nuñez Garcia Damien Garreau Ben Glocker Juan F. Gomez Lasse Hansen Mattias P. Heinrich Marina Ivory Pierre Jaïs Smriti Joshi Samuel Joutard Victoriya Kashtanova Hyeongyu Kim Satoshi Kondo Christian N. Kruse Aaron Kujawa Susana K. Lai-Yuen Karim Lekadir Hao Li 0108 Hongwei Li 0004 Lei Li 0020 Han Liu Yashu Liu 0003 Gongning Luo Xinzhe Luo Marc Modat Ipek Oguz Declan P. O'Regan Sébastien Ourselin Cheng Ouyang Jesus Jairo Rodríguez Padilla Mihaela Pop Nishant Ravikumar Nicola Rieke Holger Roth Daniel Rueckert Frédéric Sacher Maxime Sermesant Jonathan Shapey Hyungseob Shin Boris Shirokikh Rafael Silva Zixian Su Beatriz Trénor Tom Vercauteren Sulaiman Vesal Javier Villar-Valero Guotai Wang Jiexiang Wang Xinyue Wang Graham A. Wright Jianghao Wu 0001 Jiahang Xu Yanwu Xu 0001 Sen Yang 0006 Kai Yao Li Zhang 0047 Wentao Zhu 0001 Xiahai Zhuang