Guy Carrault

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 48

Top Topics

Video Recordings

Learning Algorithm

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. AAAI (2024)
Guy Carrault, Thierry Chevalier, Bruno Laviolle, Lionel Pazart, Sylvia Pelayo
An Example of Personalized Pathway in Medical Device Evaluation for a Master Student in Clinical Research. BIOSTEC (1) (2024)
Fuzhi Wu, Jiasong Wu, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Spatial-Enhanced Multi-Level Wavelet Patching in Vision Transformers. IEEE Signal Process. Lett. 31 (2024)
Antti Kallonen, Milla Juutinen, Alpo Värri, Guy Carrault, Patrick Pladys, Alain Beuchée
Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study. Int. J. Medical Informatics 184 (2024)
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. CoRR (2024)
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
Promote Competency-Based Training Approach in Quality, Regulatory and Clinical Affairs to Improve MD/IVDD Safety and Performance. BIOSTEC (1) (2024)
Houda Jebbari, Sandie Cabon, Patrick Pladys, Guy Carrault, Fabienne Porée
Estimation of Quiet Sleep in Preterm and Full-Term Newborns Using Machine Learning Algorithms Based on Cardio-Respiratory and Motion Signals. CinC (2023)
Sandie Cabon, Raphaël Weber, Antoine Simon, Patrick Pladys, Fabienne Porée, Guy Carrault
Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Manuel Abbas, Joaquim Prud'homm, Fabien Lemoine, Guy Carrault, Dominique Somme, Régine Le Bouquin-Jeannès
Could Discourse Analysis Reveal Pre-Frailty in Older Adults? EUSIPCO (2023)
Maria Ribeiro, Luísa Castro, Guy Carrault, Patrick Pladys, Cristina Costa-Santos, Teresa Henriques
Evolution of Heart Rate Complexity Indices in the Early Detection of Neonatal Sepsis. EMBC (2022)
Cristhyne León, Sandie Cabon, Hugues Patural, Géraldine Gascoin, Cyril Flamant, Jean-Michel Roué, Géraldine Favrais, Alain Beuchée, Patrick Pladys, Guy Carrault
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Aline Taoum, Alexis Bisiaux, Florian Tilquin, Yann Le Guillou, Guy Carrault
Validity of Ultra-Short-Term HRV Analysis Using PPG - A Preliminary Study. Sensors 22 (20) (2022)
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory. Neurocomputing 514 (2022)
Sandie Cabon, Bertille Met-Montot, Fabienne Porée, Olivier Rosec, Antoine Simon, Guy Carrault
Extraction of Premature Newborns' Spontaneous Cries in the Real Context of Neonatal Intensive Care Units. Sensors 22 (5) (2022)
Cristhyne León, Guy Carrault, Patrick Pladys, Alain Beuchée
Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Sandie Cabon, Raphaël Weber, Léa Cailleau, Guy Carrault, Patrick Pladys, Fabienne Porée
Automated Quiet Sleep Detection for Premature Newborns Based on Video and ECG Analysis. CinC (2021)
Remo Lazazzera, Pablo Laguna, Eduardo Gil, Guy Carrault
Proposal for a Home Sleep Monitoring Platform Employing a Smart Glove. Sensors 21 (23) (2021)
Soumaya Msaad, Jean-Louis Dillenseger, Geoffroy Cormier, Guy Carrault
Detection of changes in the behaviour of the elderly person. EMBC (2021)
Dagard Joanna, Mazille-Orfanos Nadia, Nawras Georgi, Dechicha Intissar, Guy Carrault, Patrick Pladys, Alain Beuchée
Correction to: Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Raphaël Weber, Sandie Cabon, Antoine Simon, Fabienne Porée, Guy Carrault
Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Cristhyne León, Patrick Pladys, Alain Beuchée, Guy Carrault
Recurrent Neural Networks for Early Detection of Late Onset Sepsis in Premature Infants Using Heart Rate Variability. CinC (2021)
Soumaya Msaad, Jean-Louis Dillenseger, Guy Carrault
Interest of the minimum edit distance to detect behaviour change of the elderly person. EMBC (2021)
Dagard Joanna, Mazille-Orfanos Nadia, Nawras Georgi, Dechicha Intissar, Guy Carrault, Patrick Pladys, Alain Beuchée
Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Remo Lazazzera, Margot Deviaene, Carolina Varon, Bertien Buyse, Dries Testelmans, Pablo Laguna, Eduardo Gil, Guy Carrault
Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Soumaya Msaad, Geoffroy Cormier, Guy Carrault
Detecting falls and estimation of daily habits with depth images using machine learning algorithms. EMBC (2020)
Nawras Georgi, Mathieu Kuchenbuch, Alain Beuchée, Patrick Pladys, Guy Carrault
Smartphone-Based Clinical Pathways in Pediatrics: A Case Study. EMBC (2020)
Raphaël Weber, Antoine Simon, Fabienne Porée, Guy Carrault
Deep transfer learning for video-based detection of newborn presence in incubator. EMBC (2020)
Remo Lazazzera, Guy Carrault
Breathing Rate Estimation Methods From PPG Signals, on CAPNOBASE Database. CinC (2020)
Soumaya Msaad, Yannick Wend Kuni Zoetgnande, Joaquim Prud'homm, Geoffroy Cormier, Guy Carrault
Frailty detection of older adults by monitoring their daily routine. BIBE (2020)
Gurvan Priem, Coralie Martinez, Quentin Bodinier, Guy Carrault
Clinical grade SpO2 prediction through semi-supervised learning. BIBE (2020)
Bertille Met-Montot, Sandie Cabon, Guy Carrault, Fabienne Porée
Spectrogram-based fundamental frequency tracking of spontaneous cries in preterm newborns. EUSIPCO (2020)
Sandie Cabon, Bertille Met-Montot, Fabienne Porée, Olivier Rosec, Antoine Simon, Guy Carrault
Automatic Extraction of Spontaneous Cries of Preterm Newborns in Neonatal Intensive Care Units. EUSIPCO (2020)
Soumaya Khreis, Di Ge, Hala Abdul Rahman, Guy Carrault
Breathing Rate Estimation Using Kalman Smoother With Electrocardiogram and Photoplethysmogram. IEEE Trans. Biomed. Eng. 67 (3) (2020)
Sandie Cabon, Fabienne Porée, Antoine Simon, Bertille Met-Montot, Patrick Pladys, Olivier Rosec, N. Nardi, Guy Carrault
Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit. Biomed. Signal Process. Control. 52 (2019)
Soumaya Khreis, Di Ge, Jian Zhu, Guy Carrault
Multi-Frequency Model Fusion for Robust Breathing Rate Estimation. CinC (2019)
Remo Lazazzera, Yassir Belhaj, Guy Carrault
A New Wearable Device for Blood Pressure Estimation Using Photoplethysmogram. Sensors 19 (11) (2019)
Nahed Jalloul, Fabienne Porée, Geoffrey Viardot, Phillipe L. Hostis, Guy Carrault
Activity Recognition Using Complex Network Analysis. IEEE J. Biomed. Health Informatics 22 (4) (2018)
Sally Al Omar, Virginie Le Rolle, Alain Beuchée, Nathalie Samson, Jean-Paul Praud, Guy Carrault
Assessment of tobacco smoke effects on neonatal cardiorespiratory control using a semi-automated processing approach. Medical Biol. Eng. Comput. 56 (11) (2018)
Hector M. Romero Ugalde, Virginie Le Rolle, Jean-Luc Bonnet, Christine Henry, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
Closed-Loop Vagus Nerve Stimulation Based on State Transition Models. IEEE Trans. Biomed. Eng. 65 (7) (2018)
Xavier Navarro, Fabienne Porée, Mathieu Kuchenbuch, Mario Chavez, Alain Beuchée, Guy Carrault
Multi-feature classifiers for burst detection in single EEG channels from preterm infants. CoRR (2017)
Hala Abdul Rahman, Di Ge, Alexis Le Faucheur, Jacques Prioux, Guy Carrault
Advanced classification of ambulatory activities using spectral density distances and heart rate. Biomed. Signal Process. Control. 34 (2017)
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
Acute effect of Vagus nerve stimulation parameters on cardiac chronotropic, inotropic, and dromotropic responses. SIPAIM (2017)
Sally Al Omar, Virginie Le Rolle, Nathalie Samson, Jean-Paul Praud, Guy Carrault
Effects of Postnatal Environmental Tobacco Smoke on Cardiorespiratory Control in Newborn Lambs. CinC (2016)
Clément Gallet, Virginie Le Rolle, Jean-Luc Bonnet, Christine Henry, Albert Hagege, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
Analysis of Endocardial Micro-Accelerometry during Valsalva Maneuvers. CinC (2016)
Nadine Khodor, Guy Carrault, David Matelot, Hassan Amoud, Mohamad Khalil, Nathalie Thillaye du Boullay, François Carré, Alfredo I. Hernández
Early syncope detection during head up tilt test by analyzing interactions between cardio-vascular signals. Digit. Signal Process. 49 (2016)
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
Model-Based Design and Experimental Validation of Control Modules for Neuromodulation Devices. IEEE Trans. Biomed. Eng. 63 (7) (2016)
Fabienne Porée, Gaëlle Kervio, Guy Carrault
ECG biometric analysis in different physiological recording conditions. Signal Image Video Process. 10 (2) (2016)
Yuan Wang, Guy Carrault, Alain Beuchee, Nathalie Costet, Huazhong Shu, Lotfi Senhadji
Heart Rate Variability and Respiration Signal as Diagnostic Tools for Late Onset Sepsis in Neonatal Intensive Care Units. CoRR (2016)
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
Characteristics of the right cervical vagal activity during baseline and Valsalva-like manoeuvre. NER (2015)
Nahed Jalloul, Fabienne Porée, Geoffrey Viardot, Philippe L'Hostis, Guy Carrault
Detection of Levodopa Induced Dyskinesia in Parkinson's Disease patients based on activity classification. EMBC (2015)
Miguel Altuve, Guy Carrault, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández
Online apnea-bradycardia detection based on hidden semi-Markov models. Medical Biol. Eng. Comput. 53 (1) (2015)
Nadine Khodor, Guy Carrault, David Matelot, Nathalie Ville, François Carré, Alfredo I. Hernández
A Comparison Study Between Fainter and Non-fainter Subjects During Head-Up Tilt Test using Reconstructed Phase Space. CinC (2015)
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
Model-based design of control modules for neuromodulation devices. NER (2015)
David Ojeda, Virginie Le Rolle, Olivier Rossel, Nicole Karam, Albert Hagege, Jean-Luc Bonnet, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
Analysis of a baroreflex model for the study of the chronotropic response to vagal nerve stimulation. NER (2015)
Xavier Navarro, Fabienne Porée, Alain Beuchee, Guy Carrault
Artifact rejection and cycle detection in immature breathing: Application to the early detection of neonatal sepsis. Biomed. Signal Process. Control. 16 (2015)
Nadine Khodor, Guy Carrault, David Matelot, Hassan Amoud, Nathalie Ville, Mohamad Khalil, François Carré, Alfredo I. Hernández
A New Phase Space Analysis Algorithm for the Early Detection of Syncope during Head-Up Tilt Tests. CinC (2014)
Vincent Savaux, Geoffroy Cormier, Guy Carrault, Moïse Djoko-Kouam, Jean-Marc Laferté, Yves Louët, Alexandre Skrzypczak
Picture Quality Prediction in Image Processing. ICISP (2014)
Hector M. Romero Ugalde, Virginie Le Rolle, Alain Bel, Jean-Luc Bonnet, David Andreu, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
On-off closed-loop control of vagus nerve stimulation for the adaptation of heart rate. EMBC (2014)
Daniel Romero, Nathalie Behar, Alba Martín-Yebra, Juan Pablo Martínez, Pablo Laguna, Esther Pueyo, Guy Carrault, Philippe Mabo, Alfredo I. Hernández
Analysis of QRS Alterations during Stress Test Recordings on Patients with Brugada Syndrome. CinC (2014)
Laure Rousselet, Virginie Le Rolle, David Ojeda, David Guiraud, Albert Hagege, Alain Bel, Jean-Luc Bonnet, Philippe Mabo, Guy Carrault, Alfredo I. Hernández
Influence of Vagus Nerve Stimulation parameters on chronotropism and inotropism in heart failure. EMBC (2014)
Di Ge, Guy Carrault, Alfredo I. Hernández
Online Bayesian apnea-bradycardia detection using auto-regressive models. ICASSP (2014)
Fabienne Porée, Amar Kachenoura, Guy Carrault, Renzo Dal Molin, Philippe Mabo, Alfredo I. Hernández
Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Di Ge, Alain Beuchée, Guy Carrault, Patrick Pladys, Alfredo I. Hernández
Online Apnea-Bradycardia Detection using Recursive Order Estimation for Auto-regressive Models. CinC (2013)
Xavier Navarro, Fabienne Porée, Alain Beuchee, Guy Carrault
Performance analysis of Hurst exponent estimators using surrogate-data and fractional lognormal noise models: Application to breathing signals from preterm infants. Digit. Signal Process. 23 (5) (2013)
Joana Mesquita, Fabienne Porée, Guy Carrault, José Antonio Fiz, Jordi Abad, Raimon Jané
Respiratory and spontaneous arousals in patients with Sleep Apnea Hypopnea Syndrome. EMBC (2012)
Xavier Navarro, Fabienne Porée, Guy Carrault
ECG removal in preterm EEG combining empirical mode decomposition and adaptive filtering. ICASSP (2012)
Miguel Altuve, Guy Carrault, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández
On-line apnea-bradycardia detection using hidden semi-Markov models. EMBC (2011)
Xavier Navarro, Alain Beuchee, Fabienne Porée, Guy Carrault
Performance analysis of hurst's exponent estimators in higly immature breathing patterns of preterm infants. ICASSP (2011)
Nasim Montazeri, Mohammad B. Shamsollahi, Guy Carrault, Alfredo I. Hernández
Paroxysmal atrial fibrillation prediction using Kalman Filter. ISABEL (2011)
Jerome Dumont, Alfredo I. Hernández, Guy Carrault
Improving ECG Beats Delineation With an Evolutionary Optimization Process. IEEE Trans. Biomed. Eng. 57 (3) (2010)
Amar Kachenoura, Fabienne Porée, Guy Carrault, Alfredo I. Hernández
Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings. ICASSP (2009)
Amar Kachenoura, Fabienne Porée, Alfredo I. Hernández, Guy Carrault
Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis. EURASIP J. Adv. Signal Process. 2008 (2008)
Yuan Wang, Guy Carrault, Alain Beuchee, Lotfi Senhadji, Huazhong Shu
HRV complexity as a diagnostic tool for late onset sepsis in sick premature infants. BIBE (2008)
Virginie Le Rolle, Alfredo I. Hernández, Pierre-Yves Richard, Erwan Donal, Guy Carrault
Model-based analysis of myocardial strain data acquired by tissue Doppler imaging. Artif. Intell. Medicine 44 (3) (2008)
Lucie Callens, Guy Carrault, Marie-Odile Cordier, Élisa Fromont, François Portet, Rene Quiniou
Intelligent adaptive monitoring for cardiac surveillance. ECAI (2008)
Marie Guéguin, Emmanuel Roux, Alfredo I. Hernández, Fabienne Porée, Philippe Mabo, Laurence Graindorge, Guy Carrault
Exploring Time Series Retrieved from Cardiac Implantable Devices for Optimizing Patient Follow-Up. IEEE Trans. Biomed. Eng. 55 (10) (2008)
François Portet, Rene Quiniou, Marie-Odile Cordier, Guy Carrault
Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring. AIME (2007)
Miguel Altuve, Sara Wong, Gianfranco Passariello, Guy Carrault, Alfredo I. Hernández
LF/(LF+HF) index in Ventricular Repolarization Variability correlated and uncorrelated with Heart Rate Variability. EMBC (2006)
Fabienne Porée, Amar Kachenoura, Hervé Gauvrit, Catherine Morvan, Guy Carrault, Lotfi Senhadji
Blind Source Separation for Ambulatory Sleep Recording. IEEE Trans. Inf. Technol. Biomed. 10 (2) (2006)
François Portet, Alfredo I. Hernández, Guy Carrault
Evaluation of real-time QRS detection algorithms in variable contexts. Medical Biol. Eng. Comput. 43 (3) (2005)
Antoine Defontaine, Alfredo I. Hernández, Guy Carrault
Multi-formalism Modelling of Cardiac Tissue. FIMH (2005)
Guy Carrault, Marie-Odile Cordier, Rene Quiniou, Feng Wang
Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiograms. Artif. Intell. Medicine 28 (3) (2003)
Alfredo I. Hernández, Guy Carrault, Fernando Mora, Alain Bardou
Model-based interpretation of cardiac beats by evolutionary algorithms: signal and model interaction. Artif. Intell. Medicine 26 (3) (2002)
Carolina Vásquez, Alfredo I. Hernández, Fernando Mora, Guy Carrault, Gianfranco Passariello
Atrial activity enhancement by Wiener filtering using an artificial neural network. IEEE Trans. Biomed. Eng. 48 (8) (2001)
Rene Quiniou, Marie-Odile Cordier, Guy Carrault, Feng Wang
Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition. ILP (2001)
Alfredo I. Hernández, Fernando Mora, Guillermo Villegas, Gianfranco Passariello, Guy Carrault
Real-time ECG transmission via Internet for nonclinical applications. IEEE Trans. Inf. Technol. Biomed. 5 (3) (2001)
Alfredo I. Hernández, Guy Carrault, Fernando Mora, Laurent Thoraval, Gianfranco Passariello, Jean-Marc Schleich
Multisensor fusion for atrial and ventricular activity detection in coronary care monitoring. IEEE Trans. Biomed. Eng. 46 (10) (1999)
Guy Carrault, Marie-Odile Cordier, Rene Quiniou, Mireille Garreau, Jean-Jacques Bellanger, Alain Bardou
A Model-Based Approach for Learning to Identify Cardiac Arrhythmias. AIMDM (1999)