Patrick Pladys

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 20

Top Topics

Early Detection

Neonatal Intensive Care Unit

Decision Support

Top Venues

IEEE J. Biomed. Health Informatics

BMC Medical Informatics Decis. Mak.

Publications

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)
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)
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)
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)
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)
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)
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)
Nawras Georgi, Mathieu Kuchenbuch, Alain Beuchée, Patrick Pladys, Guy Carrault
Smartphone-Based Clinical Pathways in Pediatrics: A Case Study. EMBC (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)
Richard Harte, Leo R. Quinlan, Evismar Andrade, Enda Fallon, Martina Kelly, Paul O'Connor, Denis O'Hora, Patrick Pladys, Alain Beuchée, Gearóid Ó Laighin
Defining User Needs for a New Sepsis Risk Decision Support System in Neonatal ICU Settings Through Ethnography: User Interviews and Participatory Design. IHSED (2018)
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
State of the Art and Future Trends in the Usability of Patient Monitors. IHSED (2018)
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
Investigation of the Human Factors, Usability and User Experience of Patient Monitors used in a Hospital Setting. IHSED (2018)
Richard Harte, Leo R. Quinlan, Evismar Andrade, Enda Fallon, Martina Kelly, Paul O'Connor, Denis O'Hora, Patrick Pladys, Alain Beuchée, Gearóid Ó Laighin
Prototyping a User Interface for a New Sepsis Risk Decision Support System Using Participatory Design. IHSED (2018)
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
Sharing Health Big Data for Research - A Design by Use Cases: The INSHARE Platform Approach. MedInfo (2017)
N. Montazeri Ghahjaverestan, S. Masoudi, Mohammad B. Shamsollahi, Alain Beuchee, Patrick Pladys, Di Ge, Alfredo I. Hernández
Coupled Hidden Markov Model-Based Method for Apnea Bradycardia Detection. IEEE J. Biomed. Health Informatics 20 (2) (2016)
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)
Virginie Le Rolle, Alain Beuchee, Jean-Paul Praud, Nathalie Samson, Patrick Pladys, Alfredo I. Hernández
Recursive identification of an arterial baroreflex model for the evaluation of cardiovascular autonomic modulation. Comput. Biol. Medicine 66 (2015)
S. Masoudi, Nasim Montazeri, Mohammad B. Shamsollahi, Di Ge, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández
Early detection of apnea-bradycardia episodes in preterm infants based on coupled hidden Markov model. ISSPIT (2013)
Virginie Le Rolle, David Ojeda, Alain Beuchee, Jean-Paul Praud, Patrick Pladys, Alfredo I. Hernández
A model-based approach for the evaluation of vagal and sympathetic activities in a newborn lamb. EMBC (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)
Miguel Altuve, Guy Carrault, Alain Beuchee, Patrick Pladys, Alfredo I. Hernández
On-line apnea-bradycardia detection using hidden semi-Markov models. EMBC (2011)
Marc Cuggia, Sahar Bayat, Nicolas Garcelon, Lauren Sanders, Florence Rouget, Arnaud Coursin, Patrick Pladys
A full-text information retrieval system for an epidemiological registry. MedInfo (2010)
Marc Cuggia, Sahar Bayat, Delphine Rossille, Patrice Poulain, Patrick Pladys, Hélène Robert, Régis Duvauferrier
Comparing the Apgar Score Representation in HL7 and OpenEHR Formalisms. MIE (2009)