Rémi Dubois - RankMe

59 papers A* 1Journal 16Unranked 42

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