Influence of Transmural Slow-Conduction Zones on the Long-Time Behaviour of Atrial Arrhythmia: a Numerical Study with a Human Bilayer Atrial Model. - Simon Labarthe; Edward J. Vigmond; Yves Coudière; Jacques Henry; Hubert Cochet; Pierre Jaïs (CinC, 2013)

A bilayer representation of the human atria. - Edward J. Vigmond; Simon Labarthe; Hubert Cochet; Yves Coudière; Jacques Henry; Pierre Jaïs (EMBC, 2013)

A Computational Bilayer Surface Model of Human Atria. - Simon Labarthe; Edward J. Vigmond; Yves Coudière; Jacques Henry; Hubert Cochet; Pierre Jaïs (FIMH, 2013)

An Iterative Method for Solving the Inverse Problem in Electrocardiography Imaging: From Body Surface to Heart Potential. - Nejib Zemzemi; Hamed Bourenane; Hubert Cochet (CinC, 2014)

Confidence-Based Training for Clinical Data Uncertainty in Image-Based Prediction of Cardiac Ablation Targets. - Rocío Cabrera Lozoya; Ján Margeta; Loïc Le Folgoc; Yuki Komatsu; Benjamin Berte; Jatin Relan; Hubert Cochet; Michel Haïssaguerre; Pierre Jaïs; Nicholas Ayache; Maxime Sermesant (MCV, 2014)

Fast Simulation of Mechanical Heterogeneity in the Electrically Asynchronous Heart Using the MultiPatch Module. - John Walmsley; Theo Arts; Nicolas Derval; Pierre Bordachar; Hubert Cochet; Sylvain Ploux; Frits W. Prinzen; Tammo Delhaas; Joost Lumens (PLoS Comput. Biol., 2015)

STACOM-SLAWT Challenge: Left Atrial Wall Segmentation and Thickness Measurement Using Region Growing and Marker-Controlled Geodesic Active Contour. - Shuman Jia; Loïc Cadour; Hubert Cochet; Maxime Sermesant (STACOM@MICCAI, 2016)

Prediction of the Exit Site of Ventricular Tachycardia Based on Different ECG Lead Systems. - Michal Kania; Yves Coudière; Hubert Cochet; Michel Haïssaguerre; Pierre Jaïs; Mark Potse (CinC, 2017)

The Combination of Pulmonary Vein Electrophysiology and Atrial Fibrosis Determines Driver Location. - Caroline H. Roney; Jason D. Bayer; Rémi Dubois; Marianna Meo; Hubert Cochet; Pierre Jaïs; Edward J. Vigmond (CinC, 2017)

VT Scan: Towards an Efficient Pipeline from Computed Tomography Images to Ventricular Tachycardia Ablation. - Nicolas Cedilnik; Josselin Duchateau; Rémi Dubois; Pierre Jaïs; Hubert Cochet; Maxime Sermesant (FIMH, 2017)

Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression. - Shuman Jia; Claudia Camaioni; Marc-Michel Rohé; Pierre Jaïs; Xavier Pennec; Hubert Cochet; Maxime Sermesant (FIMH, 2017)

Image-Based Biophysical Simulation of Intracardiac Abnormal Ventricular Electrograms. - Rocío Cabrera Lozoya; Benjamin Berte; Hubert Cochet; Pierre Jaïs; Nicholas Ayache; Maxime Sermesant (IEEE Trans. Biomed. Eng., 2017)

Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. - Shuman Jia; Antoine Despinasse; Zihao Wang 002; Hervé Delingette; Xavier Pennec; Pierre Jaïs; Hubert Cochet; Maxime Sermesant (STACOM@MICCAI, 2018)

Algorithms for left atrial wall segmentation and thickness - Evaluation on an open-source CT and MRI image database. - Rashed Karim; Lauren-Emma Blake; Jiro Inoue; Qian Tao; Shuman Jia; Richard James Housden; Pranav Bhagirath; Jean-Luc Duval; Marta Varela; Jonathan M. Behar; Loïc Cadour; Rob J. van der Geest; et al. (Medical Image Anal., 2018)

Variability in pulmonary vein electrophysiology and fibrosis determines arrhythmia susceptibility and dynamics. - Caroline H. Roney; Jason D. Bayer; Hubert Cochet; Marianna Meo; Rémi Dubois; Pierre Jaïs; Edward J. Vigmond (PLoS Comput. Biol., 2018)

In-Silico Evaluation of an Iterative Pace-Mapping Technique to Guide Catheter Ablation of Ventricular Ectopy. - Andony Arrieula; Hubert Cochet; Pierre Jaïs; Michel Haïssaguerre; Mark Potse (CinC, 2019)

Myocardial Transmural Electrical Disruption Affects Electrogram Pattern. - Mirabeau Saha; Caroline H. Roney; Hubert Cochet; Steven A. Niederer; Edward J. Vigmond; Stanley Nattel (CinC, 2019)

Deep Learning Formulation of ECGI for Data-Driven Integration of Spatiotemporal Correlations and Imaging Information. - Tania Bacoyannis; Julian Krebs; Nicolas Cedilnik; Hubert Cochet; Maxime Sermesant (FIMH, 2019)

Fully Automated Electrophysiological Model Personalisation Framework from CT Imaging. - Nicolas Cedilnik; Josselin Duchateau; Frédéric Sacher; Pierre Jaïs; Hubert Cochet; Maxime Sermesant (FIMH, 2019)

Style Data Augmentation for Robust Segmentation of Multi-modality Cardiac MRI. - Buntheng Ly; Hubert Cochet; Maxime Sermesant (STACOM@MICCAI, 2019)

Universal atrial coordinates applied to visualisation, registration and construction of patient specific meshes. - Caroline H. Roney; Ali Pashaei; Marianna Meo; Rémi Dubois; Patrick M. Boyle; Natalia A. Trayanova; Hubert Cochet; Steven A. Niederer; Edward J. Vigmond (Medical Image Anal., 2019)

Model-Based Feature Augmentation for Cardiac Ablation Target Learning From Images. - Rocío Cabrera Lozoya; Benjamin Berte; Hubert Cochet; Pierre Jaïs; Nicholas Ayache; Maxime Sermesant (IEEE Trans. Biomed. Eng., 2019)

An Improved Iterative Pace-Mapping Algorithm to Detect the Origin of Premature Ventricular Contractions. - Andony Arrieula; Hubert Cochet; Pierre Jaïs; Michel Haïssaguerre; Mark Potse (CinC, 2020)

Constructing Realistic Canine Bilayer Biatrial Mesh for the Modeling and Simulation of Atria Fibrillation. - Mirabeau Saha; Caroline H. Roney; Feng Xiong; Hubert Cochet; Stephanie Tan; Steven A. Niederer; Edward J. Vigmond; Stanley Nattel (CinC, 2020)

Estimation of Imaging Biomarker's Progression in Post-infarct Patients Using Cross-sectional Data. - Marta Nuñez Garcia; Nicolas Cedilnik; Shuman Jia; Hubert Cochet; Marco Lorenzi; Maxime Sermesant (M&Ms and EMIDEC/STACOM@MICCAI, 2020)

Automatic Multiplanar CT Reformatting from Trans-Axial into Left Ventricle Short-Axis View. - Marta Nuñez Garcia; Nicolas Cedilnik; Shuman Jia; Maxime Sermesant; Hubert Cochet (M&Ms and EMIDEC/STACOM@MICCAI, 2020)

In-Silico Data Based Machine Learning Technique Predicts Premature Ventricular Contraction Origin Coordinates. - Andony Arrieula; Hubert Cochet; Pierre Jaïs; Michel Haïssaguerre; Nejib Zemzemi; Mark Potse (CinC, 2021)

Scar-Related Ventricular Arrhythmia Prediction from Imaging Using Explainable Deep Learning. - Buntheng Ly; Sonny Finsterbach; Marta Nuñez Garcia; Hubert Cochet; Maxime Sermesant (FIMH, 2021)

In-Silico Analysis of the Influence of Pulmonary Vein Configuration on Left Atrial Haemodynamics and Thrombus Formation in a Large Cohort. - Jordi Mill; Josquin Harrison; Benoit Legghe; Andy L. Olivares; Xabier Morales; Jérôme Noailly; Xavier Iriart; Hubert Cochet; Maxime Sermesant; Oscar Camara 001 (FIMH, 2021)

Phase-Independent Latent Representation for Cardiac Shape Analysis. - Josquin Harrison; Marco Lorenzi; Benoit Legghe; Xavier Iriart; Hubert Cochet; Maxime Sermesant (MICCAI (6), 2021)

In-silico Analysis of Device-Related Thrombosis for Different Left Atrial Appendage Occluder Settings. - Eric Planas; Jordi Mill; Andy L. Olivares; Xabier Morales; Maria Isabel Pons; Xavier Iriart; Hubert Cochet; Oscar Camara 001 (STACOM@MICCAI, 2021)

Interpretable Prediction of Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network. - Buntheng Ly; Sonny Finsterbach; Marta Nuñez Garcia; Pierre Jaïs; Damien Garreau; Hubert Cochet; Maxime Sermesant (STACOM@MICCAI, 2022)

Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage. - Marta Saiz-Vivó; Jordi Mill; Josquin Harrison; Guillermo Jiménez-Pérez; Benoit Legghe; Xavier Iriart; Hubert Cochet; Gemma Piella; Maxime Sermesant; Oscar Camara 001 (STACOM@MICCAI, 2022)

Outcome Prediction. - Buntheng Ly; Mihaela Pop; Hubert Cochet; Nicolas Duchateau; Declan P. O'Regan; Maxime Sermesant (AI and Big Data in Cardiology, 2023)

Impact of Blood Rheological Strategies on the Optimization of Patient-Specific LAAO Configurations for Thrombus Assessment. - Carlos Albors; Andy L. Olivares; Xavier Iriart; Hubert Cochet; Jordi Mill; Oscar Camara 001 (FIMH, 2023)

Constraint-Based Model in Multimodal Learning to Improve Ventricular Arrhythmia Prediction. - Evariste Njomgue Fotso; Buntheng Ly; Hubert Cochet; Maxime Sermesant (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

Can Interpretable Learning of Risk Explain Ventricular Arrhythmia Mechanism? - Buntheng Ly; Sonny Finsterbach; Marta Nuñez Garcia; Hubert Cochet; Maxime Sermesant (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

Impact of occluder device configurations in in-silico left atrial hemodynamics for the analysis of device-related thrombus. - Carlos Albors; Jordi Mill; Andy L. Olivares; Xavier Iriart; Hubert Cochet; Oscar Camara 001 (PLoS Comput. Biol., 2024)

Uncertainty-Informed Multimodal Infarct Age Prediction from Imaging and Clinical Data. - Evariste Njomgue Fotso; Marta Nuñez Garcia; Buntheng Ly; Hubert Cochet; Maxime Sermesant (FIMH (2), 2025)

Multimodal Personalisation of Cardiac Electrophysiology Models Combining 12-Lead ECG and Computed Tomography. - Buntheng Ly; Nicolas Cedilnik; Mihaela Pop; Josselin Duchateau; Frédéric Sacher; Pierre Jaïs; Hubert Cochet; Maxime Sermesant (FIMH (1), 2025)

3D Reconstruction of the Left Atrial Geometry from 2D Echocardiographic Images Using Deep Learning. - Rahul Methari; Marta Saiz-Vivó; Patryk Szpetnar; Ferran Esquinas; David Stojanovski; Hubert Cochet; Alberto Gómez 002; Oscar Camara 001 (FIMH (2), 2025)

Digital twin integrating clinical, morphological and hemodynamic data to identify stroke risk factors. - Marta Saiz-Vivó; Jordi Mill; Xavier Iriart; Hubert Cochet; Gemma Piella; Maxime Sermesant; Oscar Camara 001 (npj Digit. Medicine, 2025)