Patrick Pladys

28 papers Journal 11Unranked 17
YearRankTypeTitle / Venue / Authors
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
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 — conf
Non-Contact Respiratory Rate Estimation in Newborns During Quiet Sleep Using Video Magnification Techniques and a 3D Convolutional Neural Network.
SIPAIM
Andrés Escobedo-Gordillo, Orlando Yael Rivas-Scott, Jorge Brieva, Ernesto Moya-Albor, Sandie Cabon, Fabienne Porée, Patrick Pladys
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
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
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
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
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
Smartphone-Based Clinical Pathways in Pediatrics: A Case Study.
EMBC
Nawras Georgi, Mathieu Kuchenbuch, Alain Beuchée, Patrick Pladys, 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
2018 — conf
Defining User Needs for a New Sepsis Risk Decision Support System in Neonatal ICU Settings Through Ethnography: User Interviews and Participatory Design.
IHSED
Richard Harte, Leo R. Quinlan, Evismar Andrade, Enda Fallon, Martina Kelly, Paul O'Connor, Denis O'Hora, Patrick Pladys, Alain Beuchée, Gearóid Ó Laighin
2018 — conf
Investigation of the Human Factors, Usability and User Experience of Patient Monitors used in a Hospital Setting.
IHSED
Evismar Andrade, Leo R. Quinlan, Richard Harte, Dara Byrne, Enda Fallon, Martina Kelly, Paul O'Connor, Denis O'Hora, Michael Scully, John Laffey, Patrick Pladys, Alain Beuchée, Gearóid Ó Laighin
2018 — conf
Prototyping a User Interface for a New Sepsis Risk Decision Support System Using Participatory Design.
IHSED
Richard Harte, Leo R. Quinlan, Evismar Andrade, Enda Fallon, Martina Kelly, Paul O'Connor, Denis O'Hora, Patrick Pladys, Alain Beuchée, Gearóid Ó Laighin
2018 — conf
State of the Art and Future Trends in the Usability of Patient Monitors.
IHSED
Evismar Andrade, Leo R. Quinlan, Richard Harte, Dara Byrne, Enda Fallon, Martina Kelly, Paul O'Connor, Denis O'Hora, Michael Scully, John Laffey, Patrick Pladys, Alain Beuchée, Gearóid Ó Laighin
2017 — conf
Sharing Health Big Data for Research - A Design by Use Cases: The INSHARE Platform Approach.
MedInfo
Guillaume Bouzillé, Richard Westerlynck, Gautier Defossez, Dalel Bouslimi, Sahar Bayat, Christine Riou, Yann Busnel, Clara Le Guillou, Jean-Michel Cauvin, Christian Jacquelinet, Patrick Pladys, Emmanuel Oger, Eric Stindel, Pierre Ingrand, Gouenou Coatrieux, Marc Cuggia
2016 J jnl
Coupled Hidden Markov Model-Based Method for Apnea Bradycardia Detection.
IEEE J. Biomed. Health Informatics
N. Montazeri Ghahjaverestan, S. Masoudi, Mohammad B. Shamsollahi, Alain Beuchee, Patrick Pladys, Di Ge, 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
2015 J jnl
Recursive identification of an arterial baroreflex model for the evaluation of cardiovascular autonomic modulation.
Comput. Biol. Medicine
Virginie Le Rolle, Alain Beuchee, Jean-Paul Praud, Nathalie Samson, Patrick Pladys, Alfredo I. Hernández
2013 — conf
A model-based approach for the evaluation of vagal and sympathetic activities in a newborn lamb.
EMBC
Virginie Le Rolle, David Ojeda, Alain Beuchee, Jean-Paul Praud, Patrick Pladys, Alfredo I. Hernández
2013 — conf
Early detection of apnea-bradycardia episodes in preterm infants based on coupled hidden Markov model.
ISSPIT
S. Masoudi, Nasim Montazeri, Mohammad B. Shamsollahi, Di Ge, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández
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
2011 — conf
On-line apnea-bradycardia detection using hidden semi-Markov models.
EMBC
Miguel Altuve, Guy Carrault, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández
2010 — conf
A full-text information retrieval system for an epidemiological registry.
MedInfo
Marc Cuggia, Sahar Bayat, Nicolas Garcelon, Lauren Sanders, Florence Rouget, Arnaud Coursin, Patrick Pladys
2009 — conf
Comparing the Apgar Score Representation in HL7 and OpenEHR Formalisms.
MIE
Marc Cuggia, Sahar Bayat, Delphine Rossille, Patrice Poulain, Patrick Pladys, Hélène Robert, Régis Duvauferrier