Patrick Pladys

Orcid: 0000-0002-4305-3765

According to our database1, Patrick Pladys authored at least 26 papers between 2009 and 2024.

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

Timeline

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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
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

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

State of the Art and Future Trends in the Usability of Patient Monitors.
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
Coupled Hidden Markov Model-Based Method for Apnea Bradycardia Detection.
IEEE J. Biomed. Health Informatics, 2016

2015
Online apnea-bradycardia detection based on hidden semi-Markov models.
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
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
A full-text information retrieval system for an epidemiological registry.
Proceedings of the MEDINFO 2010, 2010

2009
Comparing the Apgar Score Representation in HL7 and OpenEHR Formalisms.
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


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