Guy Carrault

92 papers A* 1A 1B 2C 4Misc 4Journal 44Unranked 36
YearRankTypeTitle / Venue / Authors
2026 J jnl
A physiology-driven deep learning-based pipeline for ECG segmentation.
Biomed. Signal Process. Control.
Alaa Salama, Amar Kachenoura, Salman Almuhammad Alali, Guy Carrault, Lotfi Senhadji, Ahmad Karfoul
2025 J jnl
A Compact Quiet Sleep Estimator Based on Cardiorespiratory and Video Motion Features for Maturation Analysis in NICU.
IEEE J. Biomed. Health Informatics
Houda Jebbari, Sandie Cabon, Patrick Pladys, Guy Carrault, Fabienne Porée
2025 — conf
Mitigating False Positives in ECG Segmentation Through Deep Learning-Based Postprocessing.
EUSIPCO
Alaa Salama, Amar Kachenoura, Salman Almuhammad Alali, Guy Carrault, Lotfi Senhadji, Ahmad Karfoul
2025 J jnl
Wavelet-Based Dual-Task Network.
IEEE Trans. Neural Networks Learn. Syst.
Fuzhi Wu, Jiasong Wu, Chen Zhang, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
2024 — conf
An Example of Personalized Pathway in Medical Device Evaluation for a Master Student in Clinical Research.
BIOSTEC (1)
Guy Carrault, Thierry Chevalier, Bruno Laviolle, Lionel Pazart, Sylvia Pelayo
2024 J jnl
Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study.
Int. J. Medical Informatics
Antti Kallonen, Milla Juutinen, Alpo Värri, Guy Carrault, Patrick Pladys, Alain Beuchée
2024 A* conf
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks.
AAAI
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
2024 J jnl
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks.
CoRR
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
2024 — conf
Promote Competency-Based Training Approach in Quality, Regulatory and Clinical Affairs to Improve MD/IVDD Safety and Performance.
BIOSTEC (1)
Lionel Pazart, Vincent Armbruster, Debora Monin, Corinne Delorme, Monique Borel, Damien Le Nihouannen, Frédéric Barbot, Fabrice Bouquet, Guy Carrault, Thomas Lihoreau, Marlène Durand, Helène Clogenson, Sylvia Pelayo
2024 J jnl
Spatial-Enhanced Multi-Level Wavelet Patching in Vision Transformers.
IEEE Signal Process. Lett.
Fuzhi Wu, Jiasong Wu, Huazhong Shu, Guy Carrault, Lotfi Senhadji
2023 — conf
Could Discourse Analysis Reveal Pre-Frailty in Older Adults?
EUSIPCO
Manuel Abbas, Joaquim Prud'homm, Fabien Lemoine, Guy Carrault, Dominique Somme, Régine Le Bouquin-Jeannès
2023 — conf
Estimation of Quiet Sleep in Preterm and Full-Term Newborns Using Machine Learning Algorithms Based on Cardio-Respiratory and Motion Signals.
CinC
Houda Jebbari, Sandie Cabon, Patrick Pladys, Guy Carrault, Fabienne Porée
2023 J jnl
Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings.
IEEE J. Biomed. Health Informatics
Sandie Cabon, Raphaël Weber, Antoine Simon, Patrick Pladys, Fabienne Porée, Guy Carrault
2022 J jnl
Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory.
Neurocomputing
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
2022 J jnl
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals.
IEEE J. Biomed. Health Informatics
Cristhyne León, Sandie Cabon, Hugues Patural, Géraldine Gascoin, Cyril Flamant, Jean-Michel Roué, Géraldine Favrais, Alain Beuchée, Patrick Pladys, Guy Carrault
2022 — conf
Evolution of Heart Rate Complexity Indices in the Early Detection of Neonatal Sepsis.
EMBC
Maria Ribeiro, Luísa Castro, Guy Carrault, Patrick Pladys, Cristina Costa-Santos, Teresa Henriques
2022 J jnl
Extraction of Premature Newborns' Spontaneous Cries in the Real Context of Neonatal Intensive Care Units.
Sensors
Sandie Cabon, Bertille Met-Montot, Fabienne Porée, Olivier Rosec, Antoine Simon, Guy Carrault
2022 J jnl
Validity of Ultra-Short-Term HRV Analysis Using PPG - A Preliminary Study.
Sensors
Aline Taoum, Alexis Bisiaux, Florian Tilquin, Yann Le Guillou, Guy Carrault
2021 — conf
Automated Quiet Sleep Detection for Premature Newborns Based on Video and ECG Analysis.
CinC
Sandie Cabon, Raphaël Weber, Léa Cailleau, Guy Carrault, Patrick Pladys, Fabienne Porée
2021 J jnl
Correction to: Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study.
BMC Medical Informatics Decis. Mak.
Dagard Joanna, Mazille-Orfanos Nadia, Nawras Georgi, Dechicha Intissar, Guy Carrault, Patrick Pladys, Alain Beuchée
2021 J jnl
Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study.
BMC Medical Informatics Decis. Mak.
Dagard Joanna, Mazille-Orfanos Nadia, Nawras Georgi, Dechicha Intissar, Guy Carrault, Patrick Pladys, Alain Beuchée
2021 J jnl
Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals.
IEEE Trans. Biomed. Eng.
Remo Lazazzera, Margot Deviaene, Carolina Varon, Bertien Buyse, Dries Testelmans, Pablo Laguna, Eduardo Gil, Guy Carrault
2021 — conf
Detection of changes in the behaviour of the elderly person.
EMBC
Soumaya Msaad, Jean-Louis Dillenseger, Geoffroy Cormier, Guy Carrault
2021 J jnl
Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability.
IEEE J. Biomed. Health Informatics
Cristhyne León, Guy Carrault, Patrick Pladys, Alain Beuchée
2021 — conf
Interest of the minimum edit distance to detect behaviour change of the elderly person.
EMBC
Soumaya Msaad, Jean-Louis Dillenseger, Guy Carrault
2021 J jnl
Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning.
IEEE J. Biomed. Health Informatics
Raphaël Weber, Sandie Cabon, Antoine Simon, Fabienne Porée, Guy Carrault
2021 J jnl
Proposal for a Home Sleep Monitoring Platform Employing a Smart Glove.
Sensors
Remo Lazazzera, Pablo Laguna, Eduardo Gil, Guy Carrault
2021 — conf
Recurrent Neural Networks for Early Detection of Late Onset Sepsis in Premature Infants Using Heart Rate Variability.
CinC
Cristhyne León, Patrick Pladys, Alain Beuchée, Guy Carrault
2020 — conf
Automatic Extraction of Spontaneous Cries of Preterm Newborns in Neonatal Intensive Care Units.
EUSIPCO
Sandie Cabon, Bertille Met-Montot, Fabienne Porée, Olivier Rosec, Antoine Simon, Guy Carrault
2020 — conf
Breathing Rate Estimation Methods From PPG Signals, on CAPNOBASE Database.
CinC
Remo Lazazzera, Guy Carrault
2020 J jnl
Breathing Rate Estimation Using Kalman Smoother With Electrocardiogram and Photoplethysmogram.
IEEE Trans. Biomed. Eng.
Soumaya Khreis, Di Ge, Hala Abdul Rahman, Guy Carrault
2020 C conf
Clinical grade SpO2 prediction through semi-supervised learning.
BIBE
Gurvan Priem, Coralie Martinez, Quentin Bodinier, Guy Carrault
2020 — conf
Deep transfer learning for video-based detection of newborn presence in incubator.
EMBC
Raphaël Weber, Antoine Simon, Fabienne Porée, Guy Carrault
2020 — conf
Detecting falls and estimation of daily habits with depth images using machine learning algorithms.
EMBC
Soumaya Msaad, Geoffroy Cormier, Guy Carrault
2020 C conf
Frailty detection of older adults by monitoring their daily routine.
BIBE
Soumaya Msaad, Yannick Zoetgnandé, Joaquim Prud'homm, Geoffroy Cormier, Guy Carrault
2020 — conf
Smartphone-Based Clinical Pathways in Pediatrics: A Case Study.
EMBC
Nawras Georgi, Mathieu Kuchenbuch, Alain Beuchée, Patrick Pladys, Guy Carrault
2020 — conf
Spectrogram-based fundamental frequency tracking of spontaneous cries in preterm newborns.
EUSIPCO
Bertille Met-Montot, Sandie Cabon, Guy Carrault, Fabienne Porée
2019 J jnl
A New Wearable Device for Blood Pressure Estimation Using Photoplethysmogram.
Sensors
Remo Lazazzera, Yassir Belhaj, Guy Carrault
2019 J jnl
Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit.
Biomed. Signal Process. Control.
Sandie Cabon, Fabienne Porée, Antoine Simon, Bertille Met-Montot, Patrick Pladys, Olivier Rosec, N. Nardi, Guy Carrault
2019 — conf
Multi-Frequency Model Fusion for Robust Breathing Rate Estimation.
CinC
Soumaya Khreis, Di Ge, Jian Zhu, Guy Carrault
2018 J jnl
Activity Recognition Using Complex Network Analysis.
IEEE J. Biomed. Health Informatics
Nahed Jalloul, Fabienne Porée, Geoffrey Viardot, Phillipe L. Hostis, Guy Carrault
2018 J jnl
Assessment of tobacco smoke effects on neonatal cardiorespiratory control using a semi-automated processing approach.
Medical Biol. Eng. Comput.
Sally Al Omar, Virginie Le Rolle, Alain Beuchée, Nathalie Samson, Jean-Paul Praud, Guy Carrault
2018 J jnl
Closed-Loop Vagus Nerve Stimulation Based on State Transition Models.
IEEE Trans. Biomed. Eng.
Hector M. Romero Ugalde, Virginie Le Rolle, Jean-Luc Bonnet, Christine Henry, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
2017 — conf
Acute effect of Vagus nerve stimulation parameters on cardiac chronotropic, inotropic, and dromotropic responses.
SIPAIM
David Ojeda, Virginie Le Rolle, Hector M. Romero Ugalde, Clément Gallet, Jean-Luc Bonnet, Christine Henry, Alain Bel, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
2017 J jnl
Advanced classification of ambulatory activities using spectral density distances and heart rate.
Biomed. Signal Process. Control.
Hala Abdul Rahman, Di Ge, Alexis Le Faucheur, Jacques Prioux, Guy Carrault
2017 J jnl
Multi-feature classifiers for burst detection in single EEG channels from preterm infants.
CoRR
Xavier Navarro, Fabienne Porée, Mathieu Kuchenbuch, Mario Chavez, Alain Beuchée, Guy Carrault
2016 — conf
Analysis of Endocardial Micro-Accelerometry during Valsalva Maneuvers.
CinC
Clément Gallet, Virginie Le Rolle, Jean-Luc Bonnet, Christine Henry, Albert Hagege, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
2016 J jnl
ECG biometric analysis in different physiological recording conditions.
Signal Image Video Process.
Fabienne Porée, Gaëlle Kervio, Guy Carrault
2016 J jnl
Early syncope detection during head up tilt test by analyzing interactions between cardio-vascular signals.
Digit. Signal Process.
Nadine Khodor, Guy Carrault, David Matelot, Hassan Amoud, Mohamad Khalil, Nathalie Thillaye du Boullay, François Carré, Alfredo Hernández
2016 — conf
Effects of Postnatal Environmental Tobacco Smoke on Cardiorespiratory Control in Newborn Lambs.
CinC
Sally Al Omar, Virginie Le Rolle, Nathalie Samson, Jean-Paul Praud, Guy Carrault
2016 J jnl
Heart Rate Variability and Respiration Signal as Diagnostic Tools for Late Onset Sepsis in Neonatal Intensive Care Units.
CoRR
Yuan Wang, Guy Carrault, Alain Beuchee, Nathalie Costet, Huazhong Shu, Lotfi Senhadji
2016 J jnl
Model-Based Design and Experimental Validation of Control Modules for Neuromodulation Devices.
IEEE Trans. Biomed. Eng.
Hector M. Romero Ugalde, David Ojeda, Virginie Le Rolle, David Andreu, David Guiraud, Jean-Luc Bonnet, Christine Henry, Nicole Karam, Albert Hagege, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
2015 — conf
A Comparison Study Between Fainter and Non-fainter Subjects During Head-Up Tilt Test using Reconstructed Phase Space.
CinC
Nadine Khodor, Guy Carrault, David Matelot, Nathalie Ville, François Carré, Alfredo Hernández
2015 — conf
Analysis of a baroreflex model for the study of the chronotropic response to vagal nerve stimulation.
NER
David Ojeda, Virginie Le Rolle, Olivier Rossel, Nicole Karam, Albert Hagege, Jean-Luc Bonnet, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
2015 J jnl
Artifact rejection and cycle detection in immature breathing: Application to the early detection of neonatal sepsis.
Biomed. Signal Process. Control.
Xavier Navarro, Fabienne Porée, Alain Beuchee, Guy Carrault
2015 — conf
Characteristics of the right cervical vagal activity during baseline and Valsalva-like manoeuvre.
NER
Clément Gallet, Stéphane Bonnet, Virginie Le Rolle, Laure Laporte, Jean-Luc Bonnet, Nicole Karam, Albert Hagege, Charles-Henry Malbert, Philippe Mabo, Sandrine Maubert, Alfredo I. Hernández, Guy Carrault
2015 — conf
Detection of Levodopa Induced Dyskinesia in Parkinson's Disease patients based on activity classification.
EMBC
Nahed Jalloul, Fabienne Porée, Geoffrey Viardot, Philippe L'Hostis, Guy Carrault
2015 — conf
Model-based design of control modules for neuromodulation devices.
NER
Hector M. Romero Ugalde, David Ojeda, Virginie Le Rolle, Olivier Rossel, Jean-Luc Bonnet, Nicole Karam, Albert Hagege, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
2015 J jnl
Online apnea-bradycardia detection based on hidden semi-Markov models.
Medical Biol. Eng. Comput.
Miguel Altuve, Guy Carrault, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández
2014 — conf
A New Phase Space Analysis Algorithm for the Early Detection of Syncope during Head-Up Tilt Tests.
CinC
Nadine Khodor, Guy Carrault, David Matelot, Hassan Amoud, Nathalie Ville, Mohamad Khalil, François Carré, Alfredo Hernández
2014 — conf
Analysis of QRS Alterations during Stress Test Recordings on Patients with Brugada Syndrome.
CinC
Daniel Romero, Nathalie Behar, Alba Martín-Yebra, Juan Pablo Martínez, Pablo Laguna, Esther Pueyo, Guy Carrault, Philippe Mabo, Alfredo I. Hernández
2014 — conf
Influence of Vagus Nerve Stimulation parameters on chronotropism and inotropism in heart failure.
EMBC
Laure Rousselet, Virginie Le Rolle, David Ojeda, David Guiraud, Albert Hagege, Alain Bel, Jean-Luc Bonnet, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
2014 — conf
On-off closed-loop control of vagus nerve stimulation for the adaptation of heart rate.
EMBC
Hector M. Romero Ugalde, Virginie Le Rolle, Alain Bel, Jean-Luc Bonnet, David Andreu, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
2014 Misc conf
Online Bayesian apnea-bradycardia detection using auto-regressive models.
ICASSP
Di Ge, Guy Carrault, Alfredo Hernández
2014 C conf
Picture Quality Prediction in Image Processing.
ICISP
Vincent Savaux, Geoffroy Cormier, Guy Carrault, Moïse Djoko-Kouam, Jean-Marc Laferté, Yves Louët, Alexandre Skrzypczak
2013 — conf
Online Apnea-Bradycardia Detection using Recursive Order Estimation for Auto-regressive Models.
CinC
Di Ge, Alain Beuchée, Guy Carrault, Patrick Pladys, Alfredo I. Hernández
2013 J jnl
Performance analysis of Hurst exponent estimators using surrogate-data and fractional lognormal noise models: Application to breathing signals from preterm infants.
Digit. Signal Process.
Xavier Navarro, Fabienne Porée, Alain Beuchee, Guy Carrault
2013 J jnl
Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network.
IEEE Trans. Biomed. Eng.
Fabienne Porée, Amar Kachenoura, Guy Carrault, Renzo Dal Molin, Philippe Mabo, Alfredo Hernández
2012 Misc conf
ECG removal in preterm EEG combining empirical mode decomposition and adaptive filtering.
ICASSP
Xavier Navarro, Fabienne Porée, Guy Carrault
2012 — conf
Respiratory and spontaneous arousals in patients with Sleep Apnea Hypopnea Syndrome.
EMBC
Joana Mesquita, Fabienne Porée, Guy Carrault, José Antonio Fiz, Jordi Abad, Raimon Jané
2011 — conf
On-line apnea-bradycardia detection using hidden semi-Markov models.
EMBC
Miguel Altuve, Guy Carrault, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández
2011 — conf
Paroxysmal atrial fibrillation prediction using Kalman Filter.
ISABEL
Nasim Montazeri, Mohammad B. Shamsollahi, Guy Carrault, Alfredo I. Hernández
2011 Misc conf
Performance analysis of hurst's exponent estimators in higly immature breathing patterns of preterm infants.
ICASSP
Xavier Navarro, Alain Beuchee, Fabienne Porée, Guy Carrault
2010 J jnl
Improving ECG Beats Delineation With an Evolutionary Optimization Process.
IEEE Trans. Biomed. Eng.
Jerome Dumont, Alfredo Hernández, Guy Carrault
2009 Misc conf
Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings.
ICASSP
Amar Kachenoura, Fabienne Porée, Guy Carrault, Alfredo Hernández
2008 J jnl
Exploring Time Series Retrieved from Cardiac Implantable Devices for Optimizing Patient Follow-Up.
IEEE Trans. Biomed. Eng.
Marie Guéguin, Emmanuel Roux, Alfredo Hernández, Fabienne Porée, Philippe Mabo, Laurence Graindorge, Guy Carrault
2008 C conf
HRV complexity as a diagnostic tool for late onset sepsis in sick premature infants.
BIBE
Yuan Wang, Guy Carrault, Alain Beuchee, Lotfi Senhadji, Huazhong Shu
2008 A conf
Intelligent adaptive monitoring for cardiac surveillance.
ECAI
Lucie Callens, Guy Carrault, Marie-Odile Cordier, Élisa Fromont, François Portet, Rene Quiniou
2008 J jnl
Model-based analysis of myocardial strain data acquired by tissue Doppler imaging.
Artif. Intell. Medicine
Virginie Le Rolle, Alfredo I. Hernández, Pierre-Yves Richard, Erwan Donal, Guy Carrault
2008 J jnl
Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis.
EURASIP J. Adv. Signal Process.
Amar Kachenoura, Fabienne Porée, Alfredo I. Hernández, Guy Carrault
2007 B conf
Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring.
AIME
François Portet, Rene Quiniou, Marie-Odile Cordier, Guy Carrault
2006 J jnl
Blind Source Separation for Ambulatory Sleep Recording.
IEEE Trans. Inf. Technol. Biomed.
Fabienne Porée, Amar Kachenoura, Hervé Gauvrit, Catherine Morvan, Guy Carrault, Lotfi Senhadji
2006 — conf
LF/(LF+HF) index in Ventricular Repolarization Variability correlated and uncorrelated with Heart Rate Variability.
EMBC
Miguel Altuve, Sara Wong, Gianfranco Passariello, Guy Carrault, Alfredo I. Hernández
2005 J jnl
Evaluation of real-time QRS detection algorithms in variable contexts.
Medical Biol. Eng. Comput.
François Portet, Alfredo I. Hernández, Guy Carrault
2005 — conf
Multi-formalism Modelling of Cardiac Tissue.
FIMH
Antoine Defontaine, Alfredo Hernández, Guy Carrault
2003 J jnl
Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiograms.
Artif. Intell. Medicine
Guy Carrault, Marie-Odile Cordier, Rene Quiniou, Feng Wang
2002 J jnl
Model-based interpretation of cardiac beats by evolutionary algorithms: signal and model interaction.
Artif. Intell. Medicine
Alfredo I. Hernández, Guy Carrault, Fernando Mora, Alain Bardou
2001 B conf
Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition.
ILP
Rene Quiniou, Marie-Odile Cordier, Guy Carrault, Feng Wang
2001 J jnl
Atrial activity enhancement by Wiener filtering using an artificial neural network.
IEEE Trans. Biomed. Eng.
Carolina Vásquez, Alfredo Hernández, Fernando Mora, Guy Carrault, Gianfranco Passariello
2001 J jnl
Real-time ECG transmission via Internet for nonclinical applications.
IEEE Trans. Inf. Technol. Biomed.
Alfredo Hernández, Fernando Mora, Guillermo Villegas, Gianfranco Passariello, Guy Carrault
1999 — conf
A Model-Based Approach for Learning to Identify Cardiac Arrhythmias.
AIMDM
Guy Carrault, Marie-Odile Cordier, Rene Quiniou, Mireille Garreau, Jean-Jacques Bellanger, Alain Bardou
1999 J jnl
Multisensor fusion for atrial and ventricular activity detection in coronary care monitoring.
IEEE Trans. Biomed. Eng.
Alfredo Hernández, Guy Carrault, Fernando Mora, Laurent Thoraval, Gianfranco Passariello, Jean-Marc Schleich