Guy Carrault
Orcid: 0000-0003-1482-2067
According to our database1,
Guy Carrault
authored at least 86 papers
between 1999 and 2024.
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Bibliography
2024
IEEE Signal Process. Lett., 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
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
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
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
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
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
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Computing in Cardiology, 2020
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
Sensors, 2019
Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit.
Biomed. Signal Process. Control., 2019
Proceedings of the 46th Computing in Cardiology, 2019
2018
IEEE J. Biomed. Health Informatics, 2018
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
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
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
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
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
Proceedings of the Image and Signal Processing - 6th International Conference, 2014
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
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
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
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
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
EURASIP J. Adv. Signal Process., 2008
Artif. Intell. Medicine, 2008
Proceedings of the ECAI 2008, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Proceedings of the Artificial Intelligence in Medicine, 2007
2006
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
Medical Biol. Eng. Comput., 2005
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
IEEE Trans. Inf. Technol. Biomed., 2001
IEEE Trans. Biomed. Eng., 2001
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
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999