Hubert Cochet

According to our database, Hubert Cochet authored at least 35 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Outcome Prediction.

Buntheng Ly, Mihaela Pop, Hubert Cochet, Nicolas Duchateau, Declan P. O'Regan, Maxime Sermesant

Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023

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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Phase-Independent Latent Representation for Cardiac Shape Analysis.

Josquin Harrison, Marco Lorenzi, Benoit Legghe, Xavier Iriart, Hubert Cochet, Maxime Sermesant

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 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

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Scar-Related Ventricular Arrhythmia Prediction from Imaging Using Explainable Deep Learning.

Buntheng Ly, Sonny Finsterbach, Marta Nuñez Garcia, Hubert Cochet, Maxime Sermesant

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

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

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

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

Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 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

Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 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

Proceedings of the Computing in Cardiology, 2020

An Improved Iterative Pace-Mapping Algorithm to Detect the Origin of Premature Ventricular Contractions.

Andony Arrieula, Hubert Cochet, Pierre Jaïs, Michel Haïssaguerre, Mark Potse

Proceedings of the Computing in Cardiology, 2020

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

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

Style Data Augmentation for Robust Segmentation of Multi-modality Cardiac MRI.

Buntheng Ly, Hubert Cochet, Maxime Sermesant

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

Fully Automated Electrophysiological Model Personalisation Framework from CT Imaging.

Nicolas Cedilnik, Josselin Duchateau, Frédéric Sacher, Pierre Jaïs, Hubert Cochet, Maxime Sermesant

Proceedings of the Functional Imaging and Modeling of the Heart, 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

Proceedings of the Functional Imaging and Modeling of the Heart, 2019

Myocardial Transmural Electrical Disruption Affects Electrogram Pattern.

Mirabeau Saha, Caroline H. Roney, Hubert Cochet, Steven A. Niederer, Edward J. Vigmond, Stanley Nattel

Proceedings of the 46th Computing in Cardiology, 2019

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

Proceedings of the 46th Computing in Cardiology, 2019

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

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, Hubert Cochet, Maria Drangova, Maxime Sermesant, Reza Razavi, Oleg V. Aslanidi, Ronak Rajani, Kawal S. Rhode

Medical Image Anal., 2018

Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss.

Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant

Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

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

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

Proceedings of the Functional Imaging and Modelling of the Heart, 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

Proceedings of the Functional Imaging and Modelling of the Heart, 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

Proceedings of the Computing in Cardiology, 2017

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

Proceedings of the Computing in Cardiology, 2017

2016

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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

2015

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

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

Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

An Iterative Method for Solving the Inverse Problem in Electrocardiography Imaging: From Body Surface to Heart Potential.

Nejib Zemzemi, Hamed Bourenane, Hubert Cochet

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

A Computational Bilayer Surface Model of Human Atria.

Simon Labarthe, Edward J. Vigmond, Yves Coudière, Jacques Henry, Hubert Cochet, Pierre Jaïs

Proceedings of the Functional Imaging and Modeling of the Heart, 2013

A bilayer representation of the human atria.

Edward J. Vigmond, Simon Labarthe, Hubert Cochet, Yves Coudière, Jacques Henry, Pierre Jaïs

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

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

Proceedings of the Computing in Cardiology, 2013