Hubert Cochet - RankMe

44 papers Journal 10Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	3D Reconstruction of the Left Atrial Geometry from 2D Echocardiographic Images Using Deep Learning. FIMH (2) Rahul Methari, Marta Saiz-Vivó, Patryk Szpetnar, Ferran Esquinas, David Stojanovski, Hubert Cochet, Alberto Gómez, Oscar Camara
2025	J	`jnl`	Digital twin integrating clinical, morphological and hemodynamic data to identify stroke risk factors. npj Digit. Medicine Marta Saiz-Vivó, Jordi Mill, Xavier Iriart, Hubert Cochet, Gemma Piella, Maxime Sermesant, Oscar Camara
2025	—	`conf`	Multimodal Personalisation of Cardiac Electrophysiology Models Combining 12-Lead ECG and Computed Tomography. FIMH (1) Buntheng Ly, Nicolas Cedilnik, Mihaela Pop, Josselin Duchateau, Frédéric Sacher, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
2025	—	`conf`	Uncertainty-Informed Multimodal Infarct Age Prediction from Imaging and Clinical Data. FIMH (2) Evariste Njomgue Fotso, Marta Nuñez Garcia, Buntheng Ly, Hubert Cochet, Maxime Sermesant
2024	—	`conf`	Can Interpretable Learning of Risk Explain Ventricular Arrhythmia Mechanism? CMRxRecon/MBAS/STACOM@MICCAI Buntheng Ly, Sonny Finsterbach, Marta Nuñez Garcia, Hubert Cochet, Maxime Sermesant
2024	—	`conf`	Constraint-Based Model in Multimodal Learning to Improve Ventricular Arrhythmia Prediction. CMRxRecon/MBAS/STACOM@MICCAI Evariste Njomgue Fotso, Buntheng Ly, Hubert Cochet, Maxime Sermesant
2024	J	`jnl`	Impact of occluder device configurations in in-silico left atrial hemodynamics for the analysis of device-related thrombus. PLoS Comput. Biol. Carlos Albors, Jordi Mill, Andy L. Olivares, Xavier Iriart, Hubert Cochet, Oscar Camara
2023	—	`conf`	Impact of Blood Rheological Strategies on the Optimization of Patient-Specific LAAO Configurations for Thrombus Assessment. FIMH Carlos Albors, Andy L. Olivares, Xavier Iriart, Hubert Cochet, Jordi Mill, Oscar Camara
2023	—	`ch.`	Outcome Prediction. AI and Big Data in Cardiology Buntheng Ly, Mihaela Pop, Hubert Cochet, Nicolas Duchateau, Declan P. O'Regan, Maxime Sermesant
2022	J	`jnl`	In-silico analysis of the influence of pulmonary vein configuration on left atrial haemodynamics and thrombus formation in a large cohort. CoRR Jordi Mill, Josquin Harrison, Benoit Legghe, Andy L. Olivares, Xabier Morales, Jérôme Noailly, Xavier Iriart, Hubert Cochet, Maxime Sermesant, Oscar Camara
2022	—	`conf`	Interpretable Prediction of Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network. STACOM@MICCAI Buntheng Ly, Sonny Finsterbach, Marta Nuñez Garcia, Pierre Jaïs, Damien Garreau, Hubert Cochet, Maxime Sermesant
2022	—	`conf`	Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage. STACOM@MICCAI Marta Saiz-Vivó, Jordi Mill, Josquin Harrison, Guillermo Jiménez-Pérez, Benoit Legghe, Xavier Iriart, Hubert Cochet, Gemma Piella, Maxime Sermesant, Oscar Camara
2021	—	`conf`	In-Silico Analysis of the Influence of Pulmonary Vein Configuration on Left Atrial Haemodynamics and Thrombus Formation in a Large Cohort. FIMH Jordi Mill, Josquin Harrison, Benoit Legghe, Andy L. Olivares, Xabier Morales, Jérôme Noailly, Xavier Iriart, Hubert Cochet, Maxime Sermesant, Oscar Camara
2021	—	`conf`	In-Silico Data Based Machine Learning Technique Predicts Premature Ventricular Contraction Origin Coordinates. CinC Andony Arrieula, Hubert Cochet, Pierre Jaïs, Michel Haïssaguerre, Nejib Zemzemi, Mark Potse
2021	—	`conf`	In-silico Analysis of Device-Related Thrombosis for Different Left Atrial Appendage Occluder Settings. STACOM@MICCAI Eric Planas, Jordi Mill, Andy L. Olivares, Xabier Morales, Maria Isabel Pons, Xavier Iriart, Hubert Cochet, Oscar Camara
2021	—	`conf`	Phase-Independent Latent Representation for Cardiac Shape Analysis. MICCAI (6) Josquin Harrison, Marco Lorenzi, Benoit Legghe, Xavier Iriart, Hubert Cochet, Maxime Sermesant
2021	—	`conf`	Scar-Related Ventricular Arrhythmia Prediction from Imaging Using Explainable Deep Learning. FIMH Buntheng Ly, Sonny Finsterbach, Marta Nuñez Garcia, Hubert Cochet, Maxime Sermesant
2020	—	`conf`	An Improved Iterative Pace-Mapping Algorithm to Detect the Origin of Premature Ventricular Contractions. CinC Andony Arrieula, Hubert Cochet, Pierre Jaïs, Michel Haïssaguerre, Mark Potse
2020	—	`conf`	Automatic Multiplanar CT Reformatting from Trans-Axial into Left Ventricle Short-Axis View. M&Ms and EMIDEC/STACOM@MICCAI Marta Nuñez Garcia, Nicolas Cedilnik, Shuman Jia, Maxime Sermesant, Hubert Cochet
2020	—	`conf`	Constructing Realistic Canine Bilayer Biatrial Mesh for the Modeling and Simulation of Atria Fibrillation. CinC Mirabeau Saha, Caroline H. Roney, Feng Xiong, Hubert Cochet, Stephanie Tan, Steven A. Niederer, Edward J. Vigmond, Stanley Nattel
2020	—	`conf`	Estimation of Imaging Biomarker's Progression in Post-infarct Patients Using Cross-sectional Data. M&Ms and EMIDEC/STACOM@MICCAI Marta Nuñez Garcia, Nicolas Cedilnik, Shuman Jia, Hubert Cochet, Marco Lorenzi, Maxime Sermesant
2019	—	`conf`	Deep Learning Formulation of ECGI for Data-Driven Integration of Spatiotemporal Correlations and Imaging Information. FIMH Tania Bacoyannis, Julian Krebs, Nicolas Cedilnik, Hubert Cochet, Maxime Sermesant
2019	—	`conf`	Fully Automated Electrophysiological Model Personalisation Framework from CT Imaging. FIMH Nicolas Cedilnik, Josselin Duchateau, Frédéric Sacher, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
2019	—	`conf`	In-Silico Evaluation of an Iterative Pace-Mapping Technique to Guide Catheter Ablation of Ventricular Ectopy. CinC Andony Arrieula, Hubert Cochet, Pierre Jaïs, Michel Haïssaguerre, Mark Potse
2019	J	`jnl`	Model-Based Feature Augmentation for Cardiac Ablation Target Learning From Images. IEEE Trans. Biomed. Eng. Rocío Cabrera Lozoya, Benjamin Berte, Hubert Cochet, Pierre Jaïs, Nicholas Ayache, Maxime Sermesant
2019	—	`conf`	Myocardial Transmural Electrical Disruption Affects Electrogram Pattern. CinC Mirabeau Saha, Caroline H. Roney, Hubert Cochet, Steven A. Niederer, Edward J. Vigmond, Stanley Nattel
2019	—	`conf`	Style Data Augmentation for Robust Segmentation of Multi-modality Cardiac MRI. STACOM@MICCAI Buntheng Ly, Hubert Cochet, Maxime Sermesant
2019	J	`jnl`	Universal atrial coordinates applied to visualisation, registration and construction of patient specific meshes. Medical Image Anal. Caroline H. Roney, Ali Pashaei, Marianna Meo, Rémi Dubois, Patrick M. Boyle, Natalia A. Trayanova, Hubert Cochet, Steven A. Niederer, Edward J. Vigmond
2018	J	`jnl`	Algorithms for left atrial wall segmentation and thickness - Evaluation on an open-source CT and MRI image database. Medical Image Anal. 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, Hubert Cochet, Maria Drangova, Maxime Sermesant, Reza Razavi, Oleg V. Aslanidi, Ronak Rajani, Kawal S. Rhode
2018	—	`conf`	Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. STACOM@MICCAI Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
2018	J	`jnl`	Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. CoRR Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
2018	J	`jnl`	Variability in pulmonary vein electrophysiology and fibrosis determines arrhythmia susceptibility and dynamics. PLoS Comput. Biol. Caroline H. Roney, Jason D. Bayer, Hubert Cochet, Marianna Meo, Rémi Dubois, Pierre Jaïs, Edward J. Vigmond
2017	J	`jnl`	Image-Based Biophysical Simulation of Intracardiac Abnormal Ventricular Electrograms. IEEE Trans. Biomed. Eng. Rocío Cabrera Lozoya, Benjamin Berte, Hubert Cochet, Pierre Jaïs, Nicholas Ayache, Maxime Sermesant
2017	—	`conf`	Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression. FIMH Shuman Jia, Claudia Camaioni, Marc-Michel Rohé, Pierre Jaïs, Xavier Pennec, Hubert Cochet, Maxime Sermesant
2017	—	`conf`	Prediction of the Exit Site of Ventricular Tachycardia Based on Different ECG Lead Systems. CinC Michal Kania, Yves Coudière, Hubert Cochet, Michel Haïssaguerre, Pierre Jaïs, Mark Potse
2017	—	`conf`	The Combination of Pulmonary Vein Electrophysiology and Atrial Fibrosis Determines Driver Location. CinC Caroline H. Roney, Jason D. Bayer, Rémi Dubois, Marianna Meo, Hubert Cochet, Pierre Jaïs, Edward J. Vigmond
2017	—	`conf`	VT Scan: Towards an Efficient Pipeline from Computed Tomography Images to Ventricular Tachycardia Ablation. FIMH Nicolas Cedilnik, Josselin Duchateau, Rémi Dubois, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
2016	—	`conf`	STACOM-SLAWT Challenge: Left Atrial Wall Segmentation and Thickness Measurement Using Region Growing and Marker-Controlled Geodesic Active Contour. STACOM@MICCAI Shuman Jia, Loïc Cadour, Hubert Cochet, Maxime Sermesant
2015	J	`jnl`	Fast Simulation of Mechanical Heterogeneity in the Electrically Asynchronous Heart Using the MultiPatch Module. PLoS Comput. Biol. John Walmsley, Theo Arts, Nicolas Derval, Pierre Bordachar, Hubert Cochet, Sylvain Ploux, Frits W. Prinzen, Tammo Delhaas, Joost Lumens
2014	—	`conf`	An Iterative Method for Solving the Inverse Problem in Electrocardiography Imaging: From Body Surface to Heart Potential. CinC Nejib Zemzemi, Hamed Bourenane, Hubert Cochet
2014	—	`conf`	Confidence-Based Training for Clinical Data Uncertainty in Image-Based Prediction of Cardiac Ablation Targets. MCV Rocío Cabrera Lozoya, Ján Margeta, Loïc Le Folgoc, Yuki Komatsu, Benjamin Berte, Jatin Relan, Hubert Cochet, Michel Haïssaguerre, Pierre Jaïs, Nicholas Ayache, Maxime Sermesant
2013	—	`conf`	A Computational Bilayer Surface Model of Human Atria. FIMH Simon Labarthe, Edward J. Vigmond, Yves Coudière, Jacques Henry, Hubert Cochet, Pierre Jaïs
2013	—	`conf`	A bilayer representation of the human atria. EMBC Edward J. Vigmond, Simon Labarthe, Hubert Cochet, Yves Coudière, Jacques Henry, Pierre Jaïs
2013	—	`conf`	Influence of Transmural Slow-Conduction Zones on the Long-Time Behaviour of Atrial Arrhythmia: a Numerical Study with a Human Bilayer Atrial Model. CinC Simon Labarthe, Edward J. Vigmond, Yves Coudière, Jacques Henry, Hubert Cochet, Pierre Jaïs