Rémi Dubois

Orcid: 0000-0002-3320-6086

According to our database1, Rémi Dubois authored at least 57 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Bayesian ECG reconstruction using denoising diffusion generative models.
CoRR, 2024

2023
Atrial Periodic Source Spectrum From Preoperative Body Surface Potentials Predicts Long-Term Recurrence of Atrial Fibrillation.
IEEE Trans. Biomed. Eng., July, 2023

Using a Smartwatch to Record Precordial Electrocardiograms: A Validation Study.
Sensors, March, 2023

2022
A Patient-Specific Single Equivalent Dipole Model.
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

A Volume Source Method for Solving ECGI Inverse Problem.
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

Impact of baseline drift removal on ECG beat classification and alignment.
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

Solving the ECGI Problem with Known Locations of Scar Regions.
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

Effects of Interpolation on the Inverse Problem of Electrocardiography.
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

Effects of ECG Signal Processing on the Inverse Problem of Electrocardiography.
Proceedings of the Computing in Cardiology, 2018

2017
Spatially Coherent Activation Maps for Electrocardiographic Imaging.
IEEE Trans. Biomed. Eng., 2017

A Parameter Optimization to Solve the Inverse Problem in Electrocardiography.
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

Optimization of Organ Conductivity for the Forward Problem of Electrocardiography.
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

Local Conduction Velocity Mapping for Electrocardiographic Imaging.
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
Practical indoor localization using ambient RF.
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

New Method of Assessing Cycle Lengths Human Atrial Fibrillation.
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

Pathogenesis of AF: Impact on intracardiac signals.
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
Ranking a Random Feature for Variable and Feature Selection.
J. Mach. Learn. Res., 2003

2001
Temporal coding in an olfactory oscillatory model.
Neurocomputing, 2001


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