Patrick Pladys
Orcid: 0000-0002-4305-3765
According to our database1,
Patrick Pladys
authored at least 26 papers
between 2009 and 2024.
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Bibliography
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
2023
Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings.
IEEE J. Biomed. Health Informatics, March, 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
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
Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability.
IEEE J. Biomed. Health Informatics, 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
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
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit.
Biomed. Signal Process. Control., 2019
2018
Prototyping a User Interface for a New Sepsis Risk Decision Support System Using Participatory Design.
Proceedings of the Human Systems Engineering and Design, 2018
Defining User Needs for a New Sepsis Risk Decision Support System in Neonatal ICU Settings Through Ethnography: User Interviews and Participatory Design.
Proceedings of the Human Systems Engineering and Design, 2018
Investigation of the Human Factors, Usability and User Experience of Patient Monitors used in a Hospital Setting.
Proceedings of the Human Systems Engineering and Design, 2018
Proceedings of the Human Systems Engineering and Design, 2018
2017
Sharing Health Big Data for Research - A Design by Use Cases: The INSHARE Platform Approach.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
2016
IEEE J. Biomed. Health Informatics, 2016
2015
Medical Biol. Eng. Comput., 2015
Recursive identification of an arterial baroreflex model for the evaluation of cardiovascular autonomic modulation.
Comput. Biol. Medicine, 2015
2013
Early detection of apnea-bradycardia episodes in preterm infants based on coupled hidden Markov model.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013
A model-based approach for the evaluation of vagal and sympathetic activities in a newborn lamb.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Online Apnea-Bradycardia Detection using Recursive Order Estimation for Auto-regressive Models.
Proceedings of the Computing in Cardiology, 2013
2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Proceedings of the MEDINFO 2010, 2010
2009
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009