Rémi Dubois

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 39

Top Topics

Patient Specific

Regularization Parameter

Atrial Fibrillation

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Gabriel Victorino Cardoso, Lisa Bedin, Josselin Duchateau, Rémi Dubois, Eric Moulines
Bayesian ECG reconstruction using denoising diffusion generative models. CoRR (2024)
Yingjing Feng, Rémi Dubois, Mélèze Hocini, Edward J. Vigmond
Atrial Periodic Source Spectrum From Preoperative Body Surface Potentials Predicts Long-Term Recurrence of Atrial Fibrillation. IEEE Trans. Biomed. Eng. 70 (7) (2023)
Joske van der Zande, Marc Strik, Rémi Dubois, Sylvain Ploux, Saer Abu Alrub, Théo Caillol, Mathieu Nasarre, Dirk W. Donker, Eline Oppersma, Pierre Bordachar
Using a Smartwatch to Record Precordial Electrocardiograms: A Validation Study. Sensors 23 (5) (2023)
Gabriel Victorino Cardoso, Geneviève Robin, Andony Arrieula, Mark Potse, Michel Haïssaguerre, Eric Moulines, Rémi Dubois
A Patient-Specific Single Equivalent Dipole Model. CinC (2022)
Narimane Gassa, Benjamin Sacristan, Nejib Zemzemi, Maxime Laborde, Juan Garrido Oliver, Clara Matencio Perabla, Guillermo Jiménez-Pérez, Oscar Camara, Sylvain Ploux, Marc Strik, Pierre Bordachar, Rémi Dubois
Benchmark of deep learning algorithms for the automatic screening in electrocardiograms transmitted by implantable cardiac devices. CinC (2021)
Yesim Serinagaoglu Dogrusoz, Rémi Dubois, Emma Abell, Matthijs J. M. Cluitmans, Laura R. Bear
Electrocardiographic Imaging of Sinus Rhythm in Pig Hearts Using Bayesian Maximum A Posteriori Estimation. CinC (2021)
Laura R. Bear, Jana Svehlíková, Jake A. Bergquist, Wilson W. Good, Ali Rababah, Jaume Coll-Font, Robert S. MacLeod, Eelco van Dam, Rémi Dubois
Impact of baseline drift removal on ECG beat classification and alignment. CinC (2021)
Mohamadou Malal Diallo, Yves Coudière, Rémi Dubois
A Volume Source Method for Solving ECGI Inverse Problem. FIMH (2021)
Peter Langfield, Yingjing Feng, Laura R. Bear, Josselin Duchateau, Rafael Sebastián, Emma Abell, Rémi Dubois, Louis Labrousse, Julien Rogier, Mélèze Hocini, Michel Haïssaguerre, Edward J. Vigmond
A novel method to correct repolarization time estimation from unipolar electrograms distorted by standard filtering. Medical Image Anal. 72 (2021)
Marianna Meo, Pietro Bonizzi, Laura R. Bear, Matthijs J. M. Cluitmans, Emma Abell, Michel Haïssaguerre, Olivier Bernus, Rémi Dubois
Relation of Surface T-wave to Vulnerability to Ventricular Fibrillation in Explanted Structurally Normal Hearts. CinC (2020)
Oumayma Bouhamama, Mark Potse, Rémi Dubois, Lisl Weynans, Laura Bear
A Patchwork Inverse Method in Combination With the Activation Time Gradient to Detect Regions of Slow Conduction in Sinus Rhythm. CinC (2020)
Berend Nannes, Rick Quax, Hiroshi Ashikaga, Mélèze Hocini, Rémi Dubois, Olivier Bernus, Michel Haïssaguerre
Early Signs of Critical Slowing Down in Heart Surface Electrograms of Ventricular Fibrillation Victims. ICCS (4) (2020)
Laura R. Bear, Jeanne van der Waal, Thom F. Oostendorp, Rémi Dubois
Impaired Body Surface Electrode Contact Reduces Accuracy of Non-Invasive Electrocardiographic Imaging. CinC (2020)
Nolwenn Tan, Romain Tixier, Josselin Duchateau, Laura Bear, Rémi Dubois
New Insights Into Non-Invasive His Bundle Potential Detection on High Resolution Body Surface Recordings. CinC (2020)
M. Malal Diallo, Mark Potse, Rémi Dubois, Yves Coudière
Solving the ECGI Problem with Known Locations of Scar Regions. CinC (2020)
Marianna Meo, Josselin Duchateau, Jason D. Bayer, Thomas Pambrun, Caroline H. Roney, Edward J. Vigmond, Nicolas Derval, Arnaud Denis, Pierre Jaïs, Mélèze Hocini, Michel Haïssaguerre, Rémi Dubois
An Automated Platform to Standardize Position in the Left Atrium and Map Electrophysiological Data. CinC (2019)
Caroline H. Roney, Ali Pashaei, Marianna Meo, Rémi Dubois, Patrick M. Boyle, Natalia A. Trayanova, Hubert Cochet, Steven A. Niederer, Edward J. Vigmond
Universal atrial coordinates applied to visualisation, registration and construction of patient specific meshes. Medical Image Anal. 55 (2019)
Yesim Serinagaoglu Dogrusoz, Laura R. Bear, Jake Bergquist, Rémi Dubois, Wilson Good, Robert S. MacLeod, Ali Rababah, Job Stoks
Effects of Interpolation on the Inverse Problem of Electrocardiography. CinC (2019)
Corentin Dallet, Caroline H. Roney, Ruairidh Martin, Takeshi Kitamura, Stéphane Puyo, Josselin Duchateau, Carole Dumas-Pomier, Gwladys Ravon, Laura Bear, Nicolas Derval, Frédéric Sacher, Edward J. Vigmond, Michel Haïssaguerre, Mélèze Hocini, Rémi Dubois
Cardiac Propagation Pattern Mapping With Vector Field for Helping Tachyarrhythmias Diagnosis With Clinical Tridimensional Electro-Anatomical Mapping Tools. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Nolwenn Tan, Laura Bear, Mark Potse, Stéphane Puyo, Marianna Meo, Rémi Dubois
Analysis of Signal-Averaged Electrocardiogram Performance for Body Surface Recordings. CinC (2019)
Marianna Meo, Carole Dumas-Pomier, Mélèze Hocini, Michel Haïssaguerre, Rémi Dubois
Atrial Fibrillation Spatiotemporal Complexity Is Affected by Pulmonary Vein Isolation. CinC (2018)
Caroline H. Roney, Jason D. Bayer, Hubert Cochet, Marianna Meo, Rémi Dubois, Pierre Jaïs, Edward J. Vigmond
Variability in pulmonary vein electrophysiology and fibrosis determines arrhythmia susceptibility and dynamics. PLoS Comput. Biol. 14 (5) (2018)
Laura Bear, Yesim Serinagaoglu Dogrusoz, Jana Svehlíková, Jaume Coll-Font, Wilson Good, Eelco van Dam, Rob S. MacLeod, Emma Abell, Richard D. Walton, Ruben Coronel, Michel Haïssaguerre, Rémi Dubois
Effects of ECG Signal Processing on the Inverse Problem of Electrocardiography. CinC (2018)
Yesim Serinagaoglu Dogrusoz, Laura Bear, Jana Svehlíková, Wilson Good, Jaume Coll-Font, Eelco van Dam, Rémi Dubois, Robert S. MacLeod
Reduction of Effects of Noise on the Inverse Problem of Electrocardiography With Bayesian Estimation. CinC (2018)
Laura Bear, Peter R. Huntjens, Mark Potse, Josselin Duchateau, Sylvain Ploux, Rémi Dubois
Application of an Inverse-Forward Approach to Derive the 12-lead ECG from Body Surface Potential Maps. CinC (2017)
Judit Chamorro-Servent, Rémi Dubois, Mark Potse, Yves Coudière
Improving the Spatial Solution of Electrocardiographic Imaging: A New Regularization Parameter Choice Technique for the Tikhonov Method. FIMH (2017)
Judit Chamorro-Servent, Rémi Dubois, Yves Coudière
Exploring Possible Choices of the Tikhonov Regularization Parameter for the Method of Fundamental Solution in Electrocardiography. CinC (2017)
Nicolas Cedilnik, Josselin Duchateau, Rémi Dubois, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
VT Scan: Towards an Efficient Pipeline from Computed Tomography Images to Ventricular Tachycardia Ablation. FIMH (2017)
Caroline H. Roney, Jason D. Bayer, Rémi Dubois, Marianna Meo, Hubert Cochet, Pierre Jaïs, Edward J. Vigmond
The Combination of Pulmonary Vein Electrophysiology and Atrial Fibrosis Determines Driver Location. CinC (2017)
Josselin Duchateau, Mark Potse, Rémi Dubois
Spatially Coherent Activation Maps for Electrocardiographic Imaging. IEEE Trans. Biomed. Eng. 64 (5) (2017)
Gwladys Ravon, Rémi Dubois, Yves Coudière, Mark Potse
A Parameter Optimization to Solve the Inverse Problem in Electrocardiography. FIMH (2017)
Marianna Meo, Mark Potse, Stéphane Puyo, Laura Bear, Mélèze Hocini, Michel Haïssaguerre, Rémi Dubois
Non-Invasive Assessment of Spatiotemporal Organization of Ventricular Fibrillation Through Principal Component Analysis. CinC (2017)
Laura Bear, Leo Cheng, Rémi Dubois, Denis S. Loiselle, Bruce H. Smaill
A Comparison of Discretization Methods for the Inverse Problem of Electrocardiography. CinC (2016)
Laura Bear, Ruben Coronel, Peter R. Huntjens, Olivier Bernus, Corentin Dallet, Richard D. Walton, Rémi Dubois
Detection of Incomplete Left Bundle Branch Block by Noninvasive Electrocardiographic Imaging. CinC (2016)
Rémi Dubois, Ali Pashaei, Josselin Duchateau, Edward J. Vigmond
Evaluation of Combined Noninvasive Electrocardiographic Imaging and Phase Mapping approach for Atrial Fibrillation: A Simulation Study. CinC (2016)
Corentin Dallet, Josselin Duchateau, Mélèze Hocini, Laura Bear, Marianna Meo, Frédéric Sacher, Michel Haïssaguerre, Rémi Dubois
Combined Signal Averaging and Electrocardiographic Imaging Method to Non-Invasively Identify Atrial and Ventricular Tachycardia Mechanisms. CinC (2016)
Judit Chamorro-Servent, Laura Bear, Josselin Duchateau, Corentin Dallet, Yves Coudière, Rémi Dubois
Adaptive placement of the pseudo-boundaries improves the conditioning of the inverse problem. CinC (2016)
Judit Chamorro-Servent, Laura Bear, Josselin Duchateau, Mark Potse, Rémi Dubois, Yves Coudière
Do we need to enforce the homogeneous Neumann condition on the torso for solving the inverse electrographic problem? CinC (2016)
Laura Bear, Rémi Dubois, Nejib Zemzemi
Optimization of Organ Conductivity for the Forward Problem of Electrocardiography. CinC (2016)
Nejib Zemzemi, Cecile Dobrzynski, Laura Bear, Mark Potse, Corentin Dallet, Yves Coudière, Rémi Dubois, Josselin Duchateau
Effect of the Torso Conductivity Heterogeneities on the ECGI Inverse Problem Solution. CinC (2015)
Laura Bear, Mark Potse, Josselin Duchateau, Nejib Zemzemi, Yves Coudière, Rémi Dubois
Accuracy of Lead Removal Versus Linear Interpolation in Noninvasive Electrocardiographic Imaging (ECGI). CinC (2015)
Corentin Dallet, Laura Bear, Josselin Duchateau, Mark Potse, Nejib Zemzemi, Valentin Meillet, Yves Coudière, Rémi Dubois
Local Conduction Velocity Mapping for Electrocardiographic Imaging. CinC (2015)
Binbin Xu, Sabir Jacquir, Stéphane Binczak, Hussein M. Yahia, Rémi Dubois
Classification of Cardiac Arrhythmia in Vitro Based on Multivariate Complexity Analysis. CinC (2015)
Josselin Duchateau, Yves Coudière, Mélèze Hocini, Michel Haïssaguerre, Rémi Dubois
Virtual Normal Bipolar and Laplacian Electrodes for Activation Map Construction in ECGi. CinC (2015)
Charles-Henri Cappelaere, Rémi Dubois, Pierre Roussel, Gérard Dreyfus
Towards the selection of patients requiring ICD implantation by automatic classification from Holter monitoring indices. CoRR (2014)
Ye Tian, Bruce Denby, Iness Ahriz, Pierre Roussel, Rémi Dubois, Gérard Dreyfus
Practical indoor localization using ambient RF. I2MTC (2013)
Adam Quotb, Guillaume Attuel, Carole Pomier, Yuki Komatsu, Pierre Jaïs, Mélèze Hocini, Michel Haïssaguerre, Rémi Dubois
New Method of Assessing Cycle Lengths Human Atrial Fibrillation. CinC (2013)
Nejib Zemzemi, Rémi Dubois, Yves Coudière, Olivier Bernus, Michel Haïssaguerre
A Machine Learning Regularization of the Inverse Problem in Cardiac Electrophysiology Imaging. CinC (2013)
Charles-Henri Cappelaere, Rémi Dubois, Pierre Roussel, Oliver Baumann, Amel Amblard, Gérard Dreyfus
Towards the Selection of Patients requiring ICD Implantation by Automatic Classification from Holter Monitoring Indices. CinC (2013)
Richard D. Walton, Olivier Bernus, Rémi Dubois
A novel approach for deriving global activation maps from non-averaged cardiac optical signals. EMBC (2013)
Ashok J. Shah, Rémi Dubois, Shinsuke Miyazaki, Amir S. Jadidi, Daniel Scherr, Stephen B. Wilton, Laurent Roten, Patrizio Pascale, Michala Pedersen, Nicolas Derval, Sebastien Knecht, Frédéric Sacher, Pierre Jaïs, Sanjiv M. Narayan, Mélèze Hocini, Michel Haïssaguerre
Pathogenesis of AF: Impact on intracardiac signals. EMBC (2011)
Paola Milpied, Rémi Dubois, Pierre Roussel, Christine Henry, Gérard Dreyfus
Arrhythmia Discrimination in Implantable Cardioverter Defibrillators Using Support Vector Machines Applied to a New Representation of Electrograms. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Rémi Dubois, Pierre Maison-Blanche, Brigitte Quenet, Gérard Dreyfus
Automatic ECG wave extraction in long-term recordings using Gaussian mesa function models and nonlinear probability estimators. Comput. Methods Programs Biomed. 88 (3) (2007)
François B. Vialatte, Claire Martin, Rémi Dubois, Joëlle Haddad, Brigitte Quenet, Rémi Gervais, Gérard Dreyfus
A machine learning approach to the analysis of time-frequency maps, and its application to neural dynamics. Neural Networks 20 (2) (2007)
Rémi Dubois, Brigitte Quenet, Y. Faisandier, Gérard Dreyfus
Building meaningful representations for nonlinear modeling of 1d- and 2d-signals: applications to biomedical signals. Neurocomputing 69 (16-18) (2006)
Hervé Stoppiglia, Gérard Dreyfus, Rémi Dubois, Yacine Oussar
Ranking a Random Feature for Variable and Feature Selection. J. Mach. Learn. Res. 3 (2003)
Brigitte Quenet, David Horn, Gérard Dreyfus, Rémi Dubois
Temporal coding in an olfactory oscillatory model. Neurocomputing (2001)