Guy Carrault

Orcid: 0000-0003-1482-2067

According to our database1, Guy Carrault authored at least 87 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Spatial-Enhanced Multi-Level Wavelet Patching in Vision Transformers.
IEEE Signal Process. Lett., 2024

Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study.
Int. J. Medical Informatics, 2024

Promote Competency-Based Training Approach in Quality, Regulatory and Clinical Affairs to Improve MD/IVDD Safety and Performance.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

An Example of Personalized Pathway in Medical Device Evaluation for a Master Student in Clinical Research.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings.
IEEE J. Biomed. Health Informatics, March, 2023

Could Discourse Analysis Reveal Pre-Frailty in Older Adults?
Proceedings of the 31st European Signal Processing Conference, 2023

Estimation of Quiet Sleep in Preterm and Full-Term Newborns Using Machine Learning Algorithms Based on Cardio-Respiratory and Motion Signals.
Proceedings of the Computing in Cardiology, 2023

2022
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals.
IEEE J. Biomed. Health Informatics, 2022

Validity of Ultra-Short-Term HRV Analysis Using PPG - A Preliminary Study.
Sensors, 2022

Extraction of Premature Newborns' Spontaneous Cries in the Real Context of Neonatal Intensive Care Units.
Sensors, 2022

Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory.
Neurocomputing, 2022

Evolution of Heart Rate Complexity Indices in the Early Detection of Neonatal Sepsis.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning.
IEEE J. Biomed. Health Informatics, 2021

Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability.
IEEE J. Biomed. Health Informatics, 2021

Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals.
IEEE Trans. Biomed. Eng., 2021

Proposal for a Home Sleep Monitoring Platform Employing a Smart Glove.
Sensors, 2021

Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study.
BMC Medical Informatics Decis. Mak., 2021

Correction to: Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study.
BMC Medical Informatics Decis. Mak., 2021

Detection of changes in the behaviour of the elderly person.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Interest of the minimum edit distance to detect behaviour change of the elderly person.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Recurrent Neural Networks for Early Detection of Late Onset Sepsis in Premature Infants Using Heart Rate Variability.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Automated Quiet Sleep Detection for Premature Newborns Based on Video and ECG Analysis.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Breathing Rate Estimation Using Kalman Smoother With Electrocardiogram and Photoplethysmogram.
IEEE Trans. Biomed. Eng., 2020

Spectrogram-based fundamental frequency tracking of spontaneous cries in preterm newborns.
Proceedings of the 28th European Signal Processing Conference, 2020

Automatic Extraction of Spontaneous Cries of Preterm Newborns in Neonatal Intensive Care Units.
Proceedings of the 28th European Signal Processing Conference, 2020

Deep transfer learning for video-based detection of newborn presence in incubator.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Detecting falls and estimation of daily habits with depth images using machine learning algorithms.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Smartphone-Based Clinical Pathways in Pediatrics: A Case Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Breathing Rate Estimation Methods From PPG Signals, on CAPNOBASE Database.
Proceedings of the Computing in Cardiology, 2020

Clinical grade SpO2 prediction through semi-supervised learning.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Frailty detection of older adults by monitoring their daily routine.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
A New Wearable Device for Blood Pressure Estimation Using Photoplethysmogram.
Sensors, 2019

Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit.
Biomed. Signal Process. Control., 2019

Multi-Frequency Model Fusion for Robust Breathing Rate Estimation.
Proceedings of the 46th Computing in Cardiology, 2019

2018
Activity Recognition Using Complex Network Analysis.
IEEE J. Biomed. Health Informatics, 2018

Closed-Loop Vagus Nerve Stimulation Based on State Transition Models.
IEEE Trans. Biomed. Eng., 2018

Assessment of tobacco smoke effects on neonatal cardiorespiratory control using a semi-automated processing approach.
Medical Biol. Eng. Comput., 2018

2017
Multi-feature classifiers for burst detection in single EEG channels from preterm infants.
CoRR, 2017

Advanced classification of ambulatory activities using spectral density distances and heart rate.
Biomed. Signal Process. Control., 2017

Acute effect of Vagus nerve stimulation parameters on cardiac chronotropic, inotropic, and dromotropic responses.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

2016
Model-Based Design and Experimental Validation of Control Modules for Neuromodulation Devices.
IEEE Trans. Biomed. Eng., 2016

ECG biometric analysis in different physiological recording conditions.
Signal Image Video Process., 2016

Early syncope detection during head up tilt test by analyzing interactions between cardio-vascular signals.
Digit. Signal Process., 2016

Heart Rate Variability and Respiration Signal as Diagnostic Tools for Late Onset Sepsis in Neonatal Intensive Care Units.
CoRR, 2016

Effects of Postnatal Environmental Tobacco Smoke on Cardiorespiratory Control in Newborn Lambs.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Analysis of Endocardial Micro-Accelerometry during Valsalva Maneuvers.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Online apnea-bradycardia detection based on hidden semi-Markov models.
Medical Biol. Eng. Comput., 2015

Artifact rejection and cycle detection in immature breathing: Application to the early detection of neonatal sepsis.
Biomed. Signal Process. Control., 2015

Model-based design of control modules for neuromodulation devices.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Analysis of a baroreflex model for the study of the chronotropic response to vagal nerve stimulation.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Characteristics of the right cervical vagal activity during baseline and Valsalva-like manoeuvre.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Detection of Levodopa Induced Dyskinesia in Parkinson's Disease patients based on activity classification.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A Comparison Study Between Fainter and Non-fainter Subjects During Head-Up Tilt Test using Reconstructed Phase Space.
Proceedings of the Computing in Cardiology, 2015

2014
Picture Quality Prediction in Image Processing.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Online Bayesian apnea-bradycardia detection using auto-regressive models.
Proceedings of the IEEE International Conference on Acoustics, 2014

On-off closed-loop control of vagus nerve stimulation for the adaptation of heart rate.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Influence of Vagus Nerve Stimulation parameters on chronotropism and inotropism in heart failure.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Analysis of QRS Alterations during Stress Test Recordings on Patients with Brugada Syndrome.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

A New Phase Space Analysis Algorithm for the Early Detection of Syncope during Head-Up Tilt Tests.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network.
IEEE Trans. Biomed. Eng., 2013

Performance analysis of Hurst exponent estimators using surrogate-data and fractional lognormal noise models: Application to breathing signals from preterm infants.
Digit. Signal Process., 2013

Online Apnea-Bradycardia Detection using Recursive Order Estimation for Auto-regressive Models.
Proceedings of the Computing in Cardiology, 2013

2012
ECG removal in preterm EEG combining empirical mode decomposition and adaptive filtering.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Respiratory and spontaneous arousals in patients with Sleep Apnea Hypopnea Syndrome.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Paroxysmal atrial fibrillation prediction using Kalman Filter.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Performance analysis of hurst's exponent estimators in higly immature breathing patterns of preterm infants.
Proceedings of the IEEE International Conference on Acoustics, 2011

On-line apnea-bradycardia detection using hidden semi-Markov models.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Improving ECG Beats Delineation With an Evolutionary Optimization Process.
IEEE Trans. Biomed. Eng., 2010

2009
Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Exploring Time Series Retrieved from Cardiac Implantable Devices for Optimizing Patient Follow-Up.
IEEE Trans. Biomed. Eng., 2008

Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis.
EURASIP J. Adv. Signal Process., 2008

Model-based analysis of myocardial strain data acquired by tissue Doppler imaging.
Artif. Intell. Medicine, 2008

Intelligent adaptive monitoring for cardiac surveillance.
Proceedings of the ECAI 2008, 2008

HRV complexity as a diagnostic tool for late onset sepsis in sick premature infants.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring.
Proceedings of the Artificial Intelligence in Medicine, 2007

2006
Blind Source Separation for Ambulatory Sleep Recording.
IEEE Trans. Inf. Technol. Biomed., 2006

LF/(LF+HF) index in Ventricular Repolarization Variability correlated and uncorrelated with Heart Rate Variability.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Evaluation of real-time QRS detection algorithms in variable contexts.
Medical Biol. Eng. Comput., 2005

Multi-formalism Modelling of Cardiac Tissue.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

2003
Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiograms.
Artif. Intell. Medicine, 2003

2002
Model-based interpretation of cardiac beats by evolutionary algorithms: signal and model interaction.
Artif. Intell. Medicine, 2002

2001
Real-time ECG transmission via Internet for nonclinical applications.
IEEE Trans. Inf. Technol. Biomed., 2001

Atrial activity enhancement by Wiener filtering using an artificial neural network.
IEEE Trans. Biomed. Eng., 2001

Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition.
Proceedings of the Inductive Logic Programming, 11th International Conference, 2001

1999
Multisensor fusion for atrial and ventricular activity detection in coronary care monitoring.
IEEE Trans. Biomed. Eng., 1999

A Model-Based Approach for Learning to Identify Cardiac Arrhythmias.
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999


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