A Model-Based Approach for Learning to Identify Cardiac Arrhythmias. - Guy Carrault; Marie-Odile Cordier; Rene Quiniou; Mireille Garreau; Jean-Jacques Bellanger; Alain Bardou (AIMDM, 1999)

Multisensor fusion for atrial and ventricular activity detection in coronary care monitoring. - Alfredo Hernández 001; Guy Carrault; Fernando Mora; Laurent Thoraval; Gianfranco Passariello; Jean-Marc Schleich (IEEE Trans. Biomed. Eng., 1999)

Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition. - Rene Quiniou; Marie-Odile Cordier; Guy Carrault; Feng Wang (ILP, 2001)

Atrial activity enhancement by Wiener filtering using an artificial neural network. - Carolina Vásquez; Alfredo Hernández 001; Fernando Mora; Guy Carrault; Gianfranco Passariello (IEEE Trans. Biomed. Eng., 2001)

Real-time ECG transmission via Internet for nonclinical applications. - Alfredo Hernández 001; Fernando Mora; Guillermo Villegas; Gianfranco Passariello; Guy Carrault (IEEE Trans. Inf. Technol. Biomed., 2001)

Model-based interpretation of cardiac beats by evolutionary algorithms: signal and model interaction. - Alfredo I. Hernández 001; Guy Carrault; Fernando Mora; Alain Bardou (Artif. Intell. Medicine, 2002)

Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiograms. - Guy Carrault; Marie-Odile Cordier; Rene Quiniou; Feng Wang (Artif. Intell. Medicine, 2003)

Multi-formalism Modelling of Cardiac Tissue. - Antoine Defontaine; Alfredo Hernández 001; Guy Carrault (FIMH, 2005)

Evaluation of real-time QRS detection algorithms in variable contexts. - François Portet; Alfredo I. Hernández 001; Guy Carrault (Medical Biol. Eng. Comput., 2005)

LF/(LF+HF) index in Ventricular Repolarization Variability correlated and uncorrelated with Heart Rate Variability. - Miguel Altuve; Sara Wong; Gianfranco Passariello; Guy Carrault; Alfredo I. Hernández 001 (EMBC, 2006)

Blind Source Separation for Ambulatory Sleep Recording. - Fabienne Porée; Amar Kachenoura; Hervé Gauvrit; Catherine Morvan; Guy Carrault; Lotfi Senhadji (IEEE Trans. Inf. Technol. Biomed., 2006)

Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring. - François Portet; Rene Quiniou; Marie-Odile Cordier; Guy Carrault (AIME, 2007)

HRV complexity as a diagnostic tool for late onset sepsis in sick premature infants. - Yuan Wang; Guy Carrault; Alain Beuchee; Lotfi Senhadji; Huazhong Shu (BIBE, 2008)

Intelligent adaptive monitoring for cardiac surveillance. - Lucie Callens; Guy Carrault; Marie-Odile Cordier; Élisa Fromont; François Portet; Rene Quiniou (ECAI, 2008)

Model-based analysis of myocardial strain data acquired by tissue Doppler imaging. - Virginie Le Rolle; Alfredo I. Hernández 001; Pierre-Yves Richard; Erwan Donal; Guy Carrault (Artif. Intell. Medicine, 2008)

Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis. - Amar Kachenoura; Fabienne Porée; Alfredo I. Hernández 001; Guy Carrault (EURASIP J. Adv. Signal Process., 2008)

Exploring Time Series Retrieved from Cardiac Implantable Devices for Optimizing Patient Follow-Up. - Marie Guéguin; Emmanuel Roux; Alfredo Hernández 001; Fabienne Porée; Philippe Mabo; Laurence Graindorge; Guy Carrault (IEEE Trans. Biomed. Eng., 2008)

Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings. - Amar Kachenoura; Fabienne Porée; Guy Carrault; Alfredo Hernández 001 (ICASSP, 2009)

Improving ECG Beats Delineation With an Evolutionary Optimization Process. - Jerome Dumont; Alfredo Hernández 001; Guy Carrault (IEEE Trans. Biomed. Eng., 2010)

On-line apnea-bradycardia detection using hidden semi-Markov models. - Miguel Altuve; Guy Carrault; Alain Beuchee; Patrick Pladys; Alfredo I. Hernández 001 (EMBC, 2011)

Performance analysis of hurst's exponent estimators in higly immature breathing patterns of preterm infants. - Xavier Navarro; Alain Beuchee; Fabienne Porée; Guy Carrault (ICASSP, 2011)

Paroxysmal atrial fibrillation prediction using Kalman Filter. - Nasim Montazeri; Mohammad B. Shamsollahi; Guy Carrault; Alfredo I. Hernández 001 (ISABEL, 2011)

Respiratory and spontaneous arousals in patients with Sleep Apnea Hypopnea Syndrome. - Joana Mesquita; Fabienne Porée; Guy Carrault; José Antonio Fiz; Jordi Abad; Raimon Jané (EMBC, 2012)

ECG removal in preterm EEG combining empirical mode decomposition and adaptive filtering. - Xavier Navarro; Fabienne Porée; Guy Carrault (ICASSP, 2012)

Online Apnea-Bradycardia Detection using Recursive Order Estimation for Auto-regressive Models. - Di Ge; Alain Beuchée; Guy Carrault; Patrick Pladys; Alfredo I. Hernández 001 (CinC, 2013)

Performance analysis of Hurst exponent estimators using surrogate-data and fractional lognormal noise models: Application to breathing signals from preterm infants. - Xavier Navarro; Fabienne Porée; Alain Beuchee; Guy Carrault (Digit. Signal Process., 2013)

Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network. - Fabienne Porée; Amar Kachenoura; Guy Carrault; Renzo Dal Molin; Philippe Mabo; Alfredo Hernández 001 (IEEE Trans. Biomed. Eng., 2013)

A New Phase Space Analysis Algorithm for the Early Detection of Syncope during Head-Up Tilt Tests. - Nadine Khodor; Guy Carrault; David Matelot; Hassan Amoud; Nathalie Ville; Mohamad Khalil; François Carré; Alfredo Hernández 001 (CinC, 2014)

Analysis of QRS Alterations during Stress Test Recordings on Patients with Brugada Syndrome. - Daniel Romero 005; Nathalie Behar; Alba Martín-Yebra; Juan Pablo Martínez 001; Pablo Laguna; Esther Pueyo; Guy Carrault; Philippe Mabo; Alfredo I. Hernández 001 (CinC, 2014)

Influence of Vagus Nerve Stimulation parameters on chronotropism and inotropism in heart failure. - Laure Rousselet; Virginie Le Rolle; David Ojeda; David Guiraud; Albert Hagege; Alain Bel; Jean-Luc Bonnet; Philippe Mabo; Guy Carrault; Alfredo I. Hernández 001 (EMBC, 2014)

On-off closed-loop control of vagus nerve stimulation for the adaptation of heart rate. - Hector M. Romero Ugalde; Virginie Le Rolle; Alain Bel; Jean-Luc Bonnet; David Andreu 001; Philippe Mabo; Guy Carrault; Alfredo I. Hernández 001 (EMBC, 2014)

Online Bayesian apnea-bradycardia detection using auto-regressive models. - Di Ge; Guy Carrault; Alfredo Hernández 001 (ICASSP, 2014)

Picture Quality Prediction in Image Processing. - Vincent Savaux; Geoffroy Cormier; Guy Carrault; Moïse Djoko-Kouam; Jean-Marc Laferté; Yves Louët; Alexandre Skrzypczak (ICISP, 2014)

A Comparison Study Between Fainter and Non-fainter Subjects During Head-Up Tilt Test using Reconstructed Phase Space. - Nadine Khodor; Guy Carrault; David Matelot; Nathalie Ville; François Carré; Alfredo Hernández 001 (CinC, 2015)

Detection of Levodopa Induced Dyskinesia in Parkinson's Disease patients based on activity classification. - Nahed Jalloul; Fabienne Porée; Geoffrey Viardot; Philippe L'Hostis; Guy Carrault (EMBC, 2015)

Characteristics of the right cervical vagal activity during baseline and Valsalva-like manoeuvre. - 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 001; Guy Carrault (NER, 2015)

Analysis of a baroreflex model for the study of the chronotropic response to vagal nerve stimulation. - David Ojeda; Virginie Le Rolle; Olivier Rossel; Nicole Karam; Albert Hagege; Jean-Luc Bonnet; Philippe Mabo; Guy Carrault; Alfredo I. Hernández 001 (NER, 2015)

Model-based design of control modules for neuromodulation devices. - 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 001 (NER, 2015)

Artifact rejection and cycle detection in immature breathing: Application to the early detection of neonatal sepsis. - Xavier Navarro; Fabienne Porée; Alain Beuchee; Guy Carrault (Biomed. Signal Process. Control., 2015)

Online apnea-bradycardia detection based on hidden semi-Markov models. - Miguel Altuve; Guy Carrault; Alain Beuchee; Patrick Pladys; Alfredo I. Hernández 001 (Medical Biol. Eng. Comput., 2015)

Analysis of Endocardial Micro-Accelerometry during Valsalva Maneuvers. - Clément Gallet; Virginie Le Rolle; Jean-Luc Bonnet; Christine Henry; Albert Hagege; Philippe Mabo; Guy Carrault; Alfredo I. Hernández 001 (CinC, 2016)

Effects of Postnatal Environmental Tobacco Smoke on Cardiorespiratory Control in Newborn Lambs. - Sally Al Omar; Virginie Le Rolle; Nathalie Samson; Jean-Paul Praud; Guy Carrault (CinC, 2016)

Heart Rate Variability and Respiration Signal as Diagnostic Tools for Late Onset Sepsis in Neonatal Intensive Care Units. - Yuan Wang; Guy Carrault; Alain Beuchee; Nathalie Costet; Huazhong Shu; Lotfi Senhadji (CoRR, 2016)

Early syncope detection during head up tilt test by analyzing interactions between cardio-vascular signals. - Nadine Khodor; Guy Carrault; David Matelot; Hassan Amoud; Mohamad Khalil; Nathalie Thillaye du Boullay; François Carré; Alfredo Hernández 001 (Digit. Signal Process., 2016)

ECG biometric analysis in different physiological recording conditions. - Fabienne Porée; Gaëlle Kervio; Guy Carrault (Signal Image Video Process., 2016)

Model-Based Design and Experimental Validation of Control Modules for Neuromodulation Devices. - Hector M. Romero Ugalde; David Ojeda; Virginie Le Rolle; David Andreu 001; David Guiraud; Jean-Luc Bonnet; Christine Henry; Nicole Karam; Albert Hagege; Philippe Mabo; Guy Carrault; Alfredo I. Hernández 001 (IEEE Trans. Biomed. Eng., 2016)

Acute effect of Vagus nerve stimulation parameters on cardiac chronotropic, inotropic, and dromotropic responses. - 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 001 (SIPAIM, 2017)

Advanced classification of ambulatory activities using spectral density distances and heart rate. - Hala Abdul Rahman; Di Ge; Alexis Le Faucheur; Jacques Prioux; Guy Carrault (Biomed. Signal Process. Control., 2017)

Multi-feature classifiers for burst detection in single EEG channels from preterm infants. - Xavier Navarro; Fabienne Porée; Mathieu Kuchenbuch; Mario Chavez; Alain Beuchée; Guy Carrault (CoRR, 2017)

Assessment of tobacco smoke effects on neonatal cardiorespiratory control using a semi-automated processing approach. - Sally Al Omar; Virginie Le Rolle; Alain Beuchée; Nathalie Samson; Jean-Paul Praud; Guy Carrault (Medical Biol. Eng. Comput., 2018)

Closed-Loop Vagus Nerve Stimulation Based on State Transition Models. - Hector M. Romero Ugalde; Virginie Le Rolle; Jean-Luc Bonnet; Christine Henry; Philippe Mabo; Guy Carrault; Alfredo I. Hernández 001 (IEEE Trans. Biomed. Eng., 2018)

Activity Recognition Using Complex Network Analysis. - Nahed Jalloul; Fabienne Porée; Geoffrey Viardot; Phillipe L. Hostis; Guy Carrault (IEEE J. Biomed. Health Informatics, 2018)

Multi-Frequency Model Fusion for Robust Breathing Rate Estimation. - Soumaya Khreis; Di Ge; Jian Zhu; Guy Carrault (CinC, 2019)

Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit. - Sandie Cabon; Fabienne Porée; Antoine Simon; Bertille Met-Montot; Patrick Pladys; Olivier Rosec; N. Nardi; Guy Carrault (Biomed. Signal Process. Control., 2019)

A New Wearable Device for Blood Pressure Estimation Using Photoplethysmogram. - Remo Lazazzera; Yassir Belhaj; Guy Carrault (Sensors, 2019)

Frailty detection of older adults by monitoring their daily routine. - Soumaya Msaad; Yannick Zoetgnandé; Joaquim Prud'homm; Geoffroy Cormier; Guy Carrault (BIBE, 2020)

Clinical grade SpO2 prediction through semi-supervised learning. - Gurvan Priem; Coralie Martinez; Quentin Bodinier; Guy Carrault (BIBE, 2020)

Breathing Rate Estimation Methods From PPG Signals, on CAPNOBASE Database. - Remo Lazazzera; Guy Carrault (CinC, 2020)

Smartphone-Based Clinical Pathways in Pediatrics: A Case Study. - Nawras Georgi; Mathieu Kuchenbuch; Alain Beuchée; Patrick Pladys; Guy Carrault (EMBC, 2020)

Detecting falls and estimation of daily habits with depth images using machine learning algorithms. - Soumaya Msaad; Geoffroy Cormier; Guy Carrault (EMBC, 2020)

Deep transfer learning for video-based detection of newborn presence in incubator. - Raphaël Weber; Antoine Simon; Fabienne Porée; Guy Carrault (EMBC, 2020)

Automatic Extraction of Spontaneous Cries of Preterm Newborns in Neonatal Intensive Care Units. - Sandie Cabon; Bertille Met-Montot; Fabienne Porée; Olivier Rosec; Antoine Simon; Guy Carrault (EUSIPCO, 2020)

Spectrogram-based fundamental frequency tracking of spontaneous cries in preterm newborns. - Bertille Met-Montot; Sandie Cabon; Guy Carrault; Fabienne Porée (EUSIPCO, 2020)

Breathing Rate Estimation Using Kalman Smoother With Electrocardiogram and Photoplethysmogram. - Soumaya Khreis; Di Ge; Hala Abdul Rahman; Guy Carrault (IEEE Trans. Biomed. Eng., 2020)

Automated Quiet Sleep Detection for Premature Newborns Based on Video and ECG Analysis. - Sandie Cabon; Raphaël Weber; Léa Cailleau; Guy Carrault; Patrick Pladys; Fabienne Porée (CinC, 2021)

Recurrent Neural Networks for Early Detection of Late Onset Sepsis in Premature Infants Using Heart Rate Variability. - Cristhyne León; Patrick Pladys; Alain Beuchée; Guy Carrault (CinC, 2021)

Interest of the minimum edit distance to detect behaviour change of the elderly person. - Soumaya Msaad; Jean-Louis Dillenseger; Guy Carrault (EMBC, 2021)

Detection of changes in the behaviour of the elderly person. - Soumaya Msaad; Jean-Louis Dillenseger; Geoffroy Cormier; Guy Carrault (EMBC, 2021)

Correction to: Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study. - Dagard Joanna; Mazille-Orfanos Nadia; Nawras Georgi; Dechicha Intissar; Guy Carrault; Patrick Pladys; Alain Beuchée (BMC Medical Informatics Decis. Mak., 2021)

Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study. - Dagard Joanna; Mazille-Orfanos Nadia; Nawras Georgi; Dechicha Intissar; Guy Carrault; Patrick Pladys; Alain Beuchée (BMC Medical Informatics Decis. Mak., 2021)

Proposal for a Home Sleep Monitoring Platform Employing a Smart Glove. - Remo Lazazzera; Pablo Laguna; Eduardo Gil; Guy Carrault (Sensors, 2021)

Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals. - Remo Lazazzera; Margot Deviaene; Carolina Varon; Bertien Buyse; Dries Testelmans; Pablo Laguna; Eduardo Gil; Guy Carrault (IEEE Trans. Biomed. Eng., 2021)

Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability. - Cristhyne León; Guy Carrault; Patrick Pladys; Alain Beuchée (IEEE J. Biomed. Health Informatics, 2021)

Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning. - Raphaël Weber; Sandie Cabon; Antoine Simon; Fabienne Porée; Guy Carrault (IEEE J. Biomed. Health Informatics, 2021)

Evolution of Heart Rate Complexity Indices in the Early Detection of Neonatal Sepsis. - Maria Ribeiro; Luísa Castro; Guy Carrault; Patrick Pladys; Cristina Costa-Santos; Teresa Henriques (EMBC, 2022)

Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory. - Fuzhi Wu; Jiasong Wu; Youyong Kong; Chunfeng Yang; Guanyu Yang 001; Huazhong Shu; Guy Carrault; Lotfi Senhadji (Neurocomputing, 2022)

Extraction of Premature Newborns' Spontaneous Cries in the Real Context of Neonatal Intensive Care Units. - Sandie Cabon; Bertille Met-Montot; Fabienne Porée; Olivier Rosec; Antoine Simon; Guy Carrault (Sensors, 2022)

Validity of Ultra-Short-Term HRV Analysis Using PPG - A Preliminary Study. - Aline Taoum; Alexis Bisiaux; Florian Tilquin; Yann Le Guillou; Guy Carrault (Sensors, 2022)

Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals. - Cristhyne León; Sandie Cabon; Hugues Patural; Géraldine Gascoin; Cyril Flamant; Jean-Michel Roué; Géraldine Favrais; Alain Beuchée; Patrick Pladys; Guy Carrault (IEEE J. Biomed. Health Informatics, 2022)

Estimation of Quiet Sleep in Preterm and Full-Term Newborns Using Machine Learning Algorithms Based on Cardio-Respiratory and Motion Signals. - Houda Jebbari; Sandie Cabon; Patrick Pladys; Guy Carrault; Fabienne Porée (CinC, 2023)

Could Discourse Analysis Reveal Pre-Frailty in Older Adults? - Manuel Abbas; Joaquim Prud'homm; Fabien Lemoine; Guy Carrault; Dominique Somme; Régine Le Bouquin-Jeannès (EUSIPCO, 2023)

Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings. - Sandie Cabon; Raphaël Weber; Antoine Simon; Patrick Pladys; Fabienne Porée; Guy Carrault (IEEE J. Biomed. Health Informatics, 2023)

Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. - Fuzhi Wu; Jiasong Wu; Youyong Kong; Chunfeng Yang; Guanyu Yang 001; Huazhong Shu; Guy Carrault; Lotfi Senhadji (AAAI, 2024)

An Example of Personalized Pathway in Medical Device Evaluation for a Master Student in Clinical Research. - Guy Carrault; Thierry Chevalier; Bruno Laviolle; Lionel Pazart; Sylvia Pelayo (BIOSTEC (1), 2024)

Promote Competency-Based Training Approach in Quality, Regulatory and Clinical Affairs to Improve MD/IVDD Safety and Performance. - 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; et al. (BIOSTEC (1), 2024)

Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study. - Antti Kallonen; Milla Juutinen; Alpo Värri; Guy Carrault; Patrick Pladys; Alain Beuchée (Int. J. Medical Informatics, 2024)

Spatial-Enhanced Multi-Level Wavelet Patching in Vision Transformers. - Fuzhi Wu; Jiasong Wu; Huazhong Shu; Guy Carrault; Lotfi Senhadji (IEEE Signal Process. Lett., 2024)

Wavelet-Based Dual-Task Network. - Fuzhi Wu; Jiasong Wu; Chen Zhang 024; Youyong Kong; Chunfeng Yang; Guanyu Yang 001; Huazhong Shu; Guy Carrault; Lotfi Senhadji (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Compact Quiet Sleep Estimator Based on Cardiorespiratory and Video Motion Features for Maturation Analysis in NICU. - Houda Jebbari; Sandie Cabon; Patrick Pladys; Guy Carrault; Fabienne Porée (IEEE J. Biomed. Health Informatics, 2025)