Rémi Dubois
Orcid: 0000-0002-3320-6086
According to our database1,
Rémi Dubois
authored at least 59 papers
between 2001 and 2024.
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Bibliography
2024
Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
Atrial Periodic Source Spectrum From Preoperative Body Surface Potentials Predicts Long-Term Recurrence of Atrial Fibrillation.
IEEE Trans. Biomed. Eng., July, 2023
Sensors, March, 2023
2022
Proceedings of the Computing in Cardiology, 2022
2021
A novel method to correct repolarization time estimation from unipolar electrograms distorted by standard filtering.
Medical Image Anal., 2021
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
Benchmark of deep learning algorithms for the automatic screening in electrocardiograms transmitted by implantable cardiac devices.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Electrocardiographic Imaging of Sinus Rhythm in Pig Hearts Using Bayesian Maximum A Posteriori Estimation.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
Early Signs of Critical Slowing Down in Heart Surface Electrograms of Ventricular Fibrillation Victims.
Proceedings of the Computational Science - ICCS 2020, 2020
New Insights Into Non-Invasive His Bundle Potential Detection on High Resolution Body Surface Recordings.
Proceedings of the Computing in Cardiology, 2020
Relation of Surface T-wave to Vulnerability to Ventricular Fibrillation in Explanted Structurally Normal Hearts.
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
A Patchwork Inverse Method in Combination With the Activation Time Gradient to Detect Regions of Slow Conduction in Sinus Rhythm.
Proceedings of the Computing in Cardiology, 2020
Impaired Body Surface Electrode Contact Reduces Accuracy of Non-Invasive Electrocardiographic Imaging.
Proceedings of the Computing in Cardiology, 2020
2019
Cardiac Propagation Pattern Mapping With Vector Field for Helping Tachyarrhythmias Diagnosis With Clinical Tridimensional Electro-Anatomical Mapping Tools.
IEEE Trans. Biomed. Eng., 2019
Universal atrial coordinates applied to visualisation, registration and construction of patient specific meshes.
Medical Image Anal., 2019
Analysis of Signal-Averaged Electrocardiogram Performance for Body Surface Recordings.
Proceedings of the 46th Computing in Cardiology, 2019
An Automated Platform to Standardize Position in the Left Atrium and Map Electrophysiological Data.
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
2018
Variability in pulmonary vein electrophysiology and fibrosis determines arrhythmia susceptibility and dynamics.
PLoS Comput. Biol., 2018
Atrial Fibrillation Spatiotemporal Complexity Is Affected by Pulmonary Vein Isolation.
Proceedings of the Computing in Cardiology, 2018
Reduction of Effects of Noise on the Inverse Problem of Electrocardiography With Bayesian Estimation.
Proceedings of the Computing in Cardiology, 2018
Proceedings of the Computing in Cardiology, 2018
2017
IEEE Trans. Biomed. Eng., 2017
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
Improving the Spatial Solution of Electrocardiographic Imaging: A New Regularization Parameter Choice Technique for the Tikhonov Method.
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.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
The Combination of Pulmonary Vein Electrophysiology and Atrial Fibrosis Determines Driver Location.
Proceedings of the Computing in Cardiology, 2017
Non-Invasive Assessment of Spatiotemporal Organization of Ventricular Fibrillation Through Principal Component Analysis.
Proceedings of the Computing in Cardiology, 2017
Exploring Possible Choices of the Tikhonov Regularization Parameter for the Method of Fundamental Solution in Electrocardiography.
Proceedings of the Computing in Cardiology, 2017
Application of an Inverse-Forward Approach to Derive the 12-lead ECG from Body Surface Potential Maps.
Proceedings of the Computing in Cardiology, 2017
2016
Evaluation of Combined Noninvasive Electrocardiographic Imaging and Phase Mapping approach for Atrial Fibrillation: A Simulation Study.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Combined Signal Averaging and Electrocardiographic Imaging Method to Non-Invasively Identify Atrial and Ventricular Tachycardia Mechanisms.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Adaptive placement of the pseudo-boundaries improves the conditioning of the inverse problem.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Do we need to enforce the homogeneous Neumann condition on the torso for solving the inverse electrographic problem?
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Detection of Incomplete Left Bundle Branch Block by Noninvasive Electrocardiographic Imaging.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
A Comparison of Discretization Methods for the Inverse Problem of Electrocardiography.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Effect of the Torso Conductivity Heterogeneities on the ECGI Inverse Problem Solution.
Proceedings of the Computing in Cardiology, 2015
Classification of Cardiac Arrhythmia in Vitro Based on Multivariate Complexity Analysis.
Proceedings of the Computing in Cardiology, 2015
Virtual Normal Bipolar and Laplacian Electrodes for Activation Map Construction in ECGi.
Proceedings of the Computing in Cardiology, 2015
Proceedings of the Computing in Cardiology, 2015
Accuracy of Lead Removal Versus Linear Interpolation in Noninvasive Electrocardiographic Imaging (ECGI).
Proceedings of the Computing in Cardiology, 2015
2014
Towards the selection of patients requiring ICD implantation by automatic classification from Holter monitoring indices.
CoRR, 2014
2013
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013
A novel approach for deriving global activation maps from non-averaged cardiac optical signals.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A Machine Learning Regularization of the Inverse Problem in Cardiac Electrophysiology Imaging.
Proceedings of the Computing in Cardiology, 2013
Proceedings of the Computing in Cardiology, 2013
Towards the Selection of Patients requiring ICD Implantation by Automatic Classification from Holter Monitoring Indices.
Proceedings of the Computing in Cardiology, 2013
2011
Arrhythmia Discrimination in Implantable Cardioverter Defibrillators Using Support Vector Machines Applied to a New Representation of Electrograms.
IEEE Trans. Biomed. Eng., 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2007
A machine learning approach to the analysis of time-frequency maps, and its application to neural dynamics.
Neural Networks, 2007
Automatic ECG wave extraction in long-term recordings using Gaussian mesa function models and nonlinear probability estimators.
Comput. Methods Programs Biomed., 2007
2006
Building meaningful representations for nonlinear modeling of 1d- and 2d-signals: applications to biomedical signals.
Neurocomputing, 2006
2003
J. Mach. Learn. Res., 2003
2001