Temporal coding in an olfactory oscillatory model. - Brigitte Quenet; David Horn 001; Gérard Dreyfus; Rémi Dubois (Neurocomputing, 2001)

Ranking a Random Feature for Variable and Feature Selection. - Hervé Stoppiglia; Gérard Dreyfus; Rémi Dubois; Yacine Oussar (J. Mach. Learn. Res., 2003)

Building meaningful representations for nonlinear modeling of 1d- and 2d-signals: applications to biomedical signals. - Rémi Dubois; Brigitte Quenet; Y. Faisandier; Gérard Dreyfus (Neurocomputing, 2006)

Automatic ECG wave extraction in long-term recordings using Gaussian mesa function models and nonlinear probability estimators. - Rémi Dubois; Pierre Maison-Blanche; Brigitte Quenet; Gérard Dreyfus (Comput. Methods Programs Biomed., 2007)

A machine learning approach to the analysis of time-frequency maps, and its application to neural dynamics. - François B. Vialatte; Claire Martin; Rémi Dubois; Joëlle Haddad; Brigitte Quenet; Rémi Gervais; Gérard Dreyfus (Neural Networks, 2007)

Pathogenesis of AF: Impact on intracardiac signals. - 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; et al. (EMBC, 2011)

Arrhythmia Discrimination in Implantable Cardioverter Defibrillators Using Support Vector Machines Applied to a New Representation of Electrograms. - Paola Milpied; Rémi Dubois; Pierre Roussel; Christine Henry; Gérard Dreyfus (IEEE Trans. Biomed. Eng., 2011)

Towards the Selection of Patients requiring ICD Implantation by Automatic Classification from Holter Monitoring Indices. - Charles-Henri Cappelaere; Rémi Dubois; Pierre Roussel; Oliver Baumann; Amel Amblard; Gérard Dreyfus (CinC, 2013)

New Method of Assessing Cycle Lengths Human Atrial Fibrillation. - Adam Quotb; Guillaume Attuel; Carole Pomier; Yuki Komatsu; Pierre Jaïs; Mélèze Hocini; Michel Haïssaguerre; Rémi Dubois (CinC, 2013)

A Machine Learning Regularization of the Inverse Problem in Cardiac Electrophysiology Imaging. - Nejib Zemzemi; Rémi Dubois; Yves Coudière; Olivier Bernus; Michel Haïssaguerre (CinC, 2013)

A novel approach for deriving global activation maps from non-averaged cardiac optical signals. - Richard D. Walton; Olivier Bernus; Rémi Dubois (EMBC, 2013)

Practical indoor localization using ambient RF. - Ye Tian; Bruce Denby; Iness Ahriz; Pierre Roussel; Rémi Dubois; Gérard Dreyfus (I2MTC, 2013)

Towards the selection of patients requiring ICD implantation by automatic classification from Holter monitoring indices. - Charles-Henri Cappelaere; Rémi Dubois; Pierre Roussel; Gérard Dreyfus (CoRR, 2014)

Accuracy of Lead Removal Versus Linear Interpolation in Noninvasive Electrocardiographic Imaging (ECGI). - Laura Bear; Mark Potse; Josselin Duchateau; Nejib Zemzemi; Yves Coudière; Rémi Dubois (CinC, 2015)

Local Conduction Velocity Mapping for Electrocardiographic Imaging. - Corentin Dallet; Laura Bear; Josselin Duchateau; Mark Potse; Nejib Zemzemi; Valentin Meillet; Yves Coudière; Rémi Dubois (CinC, 2015)

Virtual Normal Bipolar and Laplacian Electrodes for Activation Map Construction in ECGi. - Josselin Duchateau; Yves Coudière; Mélèze Hocini; Michel Haïssaguerre; Rémi Dubois (CinC, 2015)

Classification of Cardiac Arrhythmia in Vitro Based on Multivariate Complexity Analysis. - Binbin Xu 002; Sabir Jacquir; Stéphane Binczak; Hussein M. Yahia; Rémi Dubois (CinC, 2015)

Effect of the Torso Conductivity Heterogeneities on the ECGI Inverse Problem Solution. - Nejib Zemzemi; Cecile Dobrzynski; Laura Bear; Mark Potse; Corentin Dallet; Yves Coudière; Rémi Dubois; Josselin Duchateau (CinC, 2015)

A Comparison of Discretization Methods for the Inverse Problem of Electrocardiography. - Laura Bear; Leo Cheng; Rémi Dubois; Denis S. Loiselle; Bruce H. Smaill (CinC, 2016)

Detection of Incomplete Left Bundle Branch Block by Noninvasive Electrocardiographic Imaging. - Laura Bear; Ruben Coronel; Peter R. Huntjens; Olivier Bernus; Corentin Dallet; Richard D. Walton; Rémi Dubois (CinC, 2016)

Optimization of Organ Conductivity for the Forward Problem of Electrocardiography. - Laura Bear; Rémi Dubois; Nejib Zemzemi (CinC, 2016)

Do we need to enforce the homogeneous Neumann condition on the torso for solving the inverse electrographic problem? - Judit Chamorro-Servent; Laura Bear; Josselin Duchateau; Mark Potse; Rémi Dubois; Yves Coudière (CinC, 2016)

Adaptive placement of the pseudo-boundaries improves the conditioning of the inverse problem. - Judit Chamorro-Servent; Laura Bear; Josselin Duchateau; Corentin Dallet; Yves Coudière; Rémi Dubois (CinC, 2016)

Combined Signal Averaging and Electrocardiographic Imaging Method to Non-Invasively Identify Atrial and Ventricular Tachycardia Mechanisms. - Corentin Dallet; Josselin Duchateau; Mélèze Hocini; Laura Bear; Marianna Meo; Frédéric Sacher; Michel Haïssaguerre; Rémi Dubois (CinC, 2016)

Evaluation of Combined Noninvasive Electrocardiographic Imaging and Phase Mapping approach for Atrial Fibrillation: A Simulation Study. - Rémi Dubois; Ali Pashaei; Josselin Duchateau; Edward J. Vigmond (CinC, 2016)

Application of an Inverse-Forward Approach to Derive the 12-lead ECG from Body Surface Potential Maps. - Laura Bear; Peter R. Huntjens; Mark Potse; Josselin Duchateau; Sylvain Ploux; Rémi Dubois (CinC, 2017)

Exploring Possible Choices of the Tikhonov Regularization Parameter for the Method of Fundamental Solution in Electrocardiography. - Judit Chamorro-Servent; Rémi Dubois; Yves Coudière (CinC, 2017)

Non-Invasive Assessment of Spatiotemporal Organization of Ventricular Fibrillation Through Principal Component Analysis. - Marianna Meo; Mark Potse; Stéphane Puyo; Laura Bear; Mélèze Hocini; Michel Haïssaguerre; Rémi Dubois (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)

Improving the Spatial Solution of Electrocardiographic Imaging: A New Regularization Parameter Choice Technique for the Tikhonov Method. - Judit Chamorro-Servent; Rémi Dubois; Mark Potse; Yves Coudière (FIMH, 2017)

A Parameter Optimization to Solve the Inverse Problem in Electrocardiography. - Gwladys Ravon; Rémi Dubois; Yves Coudière; Mark Potse (FIMH, 2017)

Spatially Coherent Activation Maps for Electrocardiographic Imaging. - Josselin Duchateau; Mark Potse; Rémi Dubois (IEEE Trans. Biomed. Eng., 2017)

Effects of ECG Signal Processing on the Inverse Problem of Electrocardiography. - 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 (CinC, 2018)

Reduction of Effects of Noise on the Inverse Problem of Electrocardiography With Bayesian Estimation. - Yesim Serinagaoglu Dogrusoz; Laura Bear; Jana Svehlíková; Wilson Good; Jaume Coll-Font; Eelco van Dam; Rémi Dubois; Robert S. MacLeod (CinC, 2018)

Atrial Fibrillation Spatiotemporal Complexity Is Affected by Pulmonary Vein Isolation. - Marianna Meo; Carole Dumas-Pomier; Mélèze Hocini; Michel Haïssaguerre; Rémi Dubois (CinC, 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)

Effects of Interpolation on the Inverse Problem of Electrocardiography. - Yesim Serinagaoglu Dogrusoz; Laura R. Bear; Jake Bergquist; Rémi Dubois; Wilson Good; Robert S. MacLeod; Ali Rababah; Job Stoks (CinC, 2019)

An Automated Platform to Standardize Position in the Left Atrium and Map Electrophysiological Data. - 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 (CinC, 2019)

Analysis of Signal-Averaged Electrocardiogram Performance for Body Surface Recordings. - Nolwenn Tan; Laura Bear; Mark Potse; Stéphane Puyo; Marianna Meo; Rémi Dubois (CinC, 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)

Cardiac Propagation Pattern Mapping With Vector Field for Helping Tachyarrhythmias Diagnosis With Clinical Tridimensional Electro-Anatomical Mapping Tools. - 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; et al. (IEEE Trans. Biomed. Eng., 2019)

Impaired Body Surface Electrode Contact Reduces Accuracy of Non-Invasive Electrocardiographic Imaging. - Laura R. Bear; Jeanne van der Waal; Thom F. Oostendorp; Rémi Dubois (CinC, 2020)

A Patchwork Inverse Method in Combination With the Activation Time Gradient to Detect Regions of Slow Conduction in Sinus Rhythm. - Oumayma Bouhamama; Mark Potse; Rémi Dubois; Lisl Weynans; Laura Bear (CinC, 2020)

Solving the ECGI Problem with Known Locations of Scar Regions. - M. Malal Diallo; Mark Potse; Rémi Dubois; Yves Coudière (CinC, 2020)

Relation of Surface T-wave to Vulnerability to Ventricular Fibrillation in Explanted Structurally Normal Hearts. - Marianna Meo; Pietro Bonizzi; Laura R. Bear; Matthijs J. M. Cluitmans; Emma Abell; Michel Haïssaguerre; Olivier Bernus; Rémi Dubois (CinC, 2020)

New Insights Into Non-Invasive His Bundle Potential Detection on High Resolution Body Surface Recordings. - Nolwenn Tan; Romain Tixier; Josselin Duchateau; Laura Bear; Rémi Dubois (CinC, 2020)

Early Signs of Critical Slowing Down in Heart Surface Electrograms of Ventricular Fibrillation Victims. - Berend Nannes; Rick Quax; Hiroshi Ashikaga; Mélèze Hocini; Rémi Dubois; Olivier Bernus; Michel Haïssaguerre (ICCS (4), 2020)

Impact of baseline drift removal on ECG beat classification and alignment. - Laura R. Bear; Jana Svehlíková; Jake A. Bergquist; Wilson W. Good; Ali Rababah; Jaume Coll-Font; Robert S. MacLeod; Eelco van Dam; Rémi Dubois (CinC, 2021)

Electrocardiographic Imaging of Sinus Rhythm in Pig Hearts Using Bayesian Maximum A Posteriori Estimation. - Yesim Serinagaoglu Dogrusoz; Rémi Dubois; Emma Abell; Matthijs J. M. Cluitmans; Laura R. Bear (CinC, 2021)

Benchmark of deep learning algorithms for the automatic screening in electrocardiograms transmitted by implantable cardiac devices. - Narimane Gassa; Benjamin Sacristan; Nejib Zemzemi; Maxime Laborde; Juan Garrido Oliver; Clara Matencio Perabla; Guillermo Jiménez-Pérez; Oscar Camara 001; Sylvain Ploux; Marc Strik; Pierre Bordachar; Rémi Dubois (CinC, 2021)

A Volume Source Method for Solving ECGI Inverse Problem. - Mohamadou Malal Diallo; Yves Coudière; Rémi Dubois (FIMH, 2021)

A novel method to correct repolarization time estimation from unipolar electrograms distorted by standard filtering. - 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 (Medical Image Anal., 2021)

A Patient-Specific Single Equivalent Dipole Model. - Gabriel Cardoso 001; Geneviève Robin; Andony Arrieula; Mark Potse; Michel Haïssaguerre; Eric Moulines; Rémi Dubois (CinC, 2022)

Using a Smartwatch to Record Precordial Electrocardiograms: A Validation Study. - Joske van der Zande; Marc Strik; Rémi Dubois; Sylvain Ploux; Saer Abu Alrub; Théo Caillol; Mathieu Nasarre; Dirk W. Donker; Eline Oppersma; Pierre Bordachar (Sensors, 2023)

Atrial Periodic Source Spectrum From Preoperative Body Surface Potentials Predicts Long-Term Recurrence of Atrial Fibrillation. - Yingjing Feng; Rémi Dubois; Mélèze Hocini; Edward J. Vigmond (IEEE Trans. Biomed. Eng., 2023)

Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals. - Lisa Bedin; Gabriel Cardoso 001; Josselin Duchateau; Rémi Dubois; Eric Moulines (NeurIPS, 2024)

Bayesian ECG reconstruction using denoising diffusion generative models. - Gabriel Victorino Cardoso; Lisa Bedin; Josselin Duchateau; Rémi Dubois; Eric Moulines (CoRR, 2024)

mDAE : modified Denoising AutoEncoder for missing data imputation. - Mariette Dupuy; Marie Chavent; Rémi Dubois (CoRR, 2024)