[HTML][HTML] The impact of preterm birth on sleep through infancy, childhood and adolescence and its implications

J Trickett, C Hill, T Austin, S Johnson - Children, 2022 - mdpi.com
There is emergent literature on the relationship between the development of sleep-wake
cycles, sleep architecture, and sleep duration during the neonatal period on …

[HTML][HTML] A perspective on a quality management system for AI/ML-based clinical decision support in hospital care

R Bartels, J Dudink, S Haitjema, D Oberski… - Frontiers in Digital …, 2022 - frontiersin.org
Although many artificial intelligence (AI) and machine learning (ML) based algorithms are
being developed by researchers, only a small fraction has been implemented in clinical …

[HTML][HTML] Unobtrusive cot side sleep stage classification in preterm infants using ultra-wideband radar

E Arasteh, ER de Groot, D van den Ende… - Frontiers in …, 2023 - frontiersin.org
Background: Sleep is an important driver of development in infants born preterm. However,
continuous unobtrusive sleep monitoring of infants in the neonatal intensive care unit (NICU) …

Machine Learning-Derived Active Sleep as an Early Predictor of White Matter Development in Preterm Infants

X Wang, ER de Groot, ML Tataranno… - Journal of …, 2024 - Soc Neuroscience
White matter dysmaturation is commonly seen in preterm infants admitted to the neonatal
intensive care unit (NICU). Animal research has shown that active sleep is essential for early …

NRP: A Multi-source, Heterogeneous, Automatic Data Collection System for Infants in Neonatal Intensive Care Units

J Pigueiras-del-Real, LC Gontard… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The incidence of premature births continues to rise each year and premature babies require
specialized care in neonatal intensive care units (NICUs). The intermittent monitoring of …

[HTML][HTML] Feasibility of automated early postnatal sleep staging in extremely and very preterm neonates using dual-channel EEG

X Wang, A Bik, ER de Groot, ML Tataranno… - Clinical …, 2023 - Elsevier
Objective To investigate the feasibility of automated sleep staging based on quantitative
analysis of dual-channel electroencephalography (EEG) for extremely and very preterm …

The Sleep Well Baby project: an automated real-time sleep–wake state prediction algorithm in preterm infants

T Sentner, X Wang, ER de Groot, L van Schaijk… - Sleep, 2022 - academic.oup.com
Abstract Study Objectives Sleep is an important driver of early brain development. However,
sleep is often disturbed in preterm infants admitted to the neonatal intensive care unit …

Characterising the motion and cardiorespiratory interaction of preterm infants can improve the classification of their sleep state

D Zhang, Z Peng, S Sun, C van Pul, C Shan… - Acta …, 2024 - Wiley Online Library
Aim This study aimed to classify quiet sleep, active sleep and wake states in preterm infants
by analysing cardiorespiratory signals obtained from routine patient monitors. Methods We …

[HTML][HTML] Evaluation of Sleep Practices and Knowledge in Neonatal Healthcare

ER de Groot, MA Ryan, C Sam… - Advances in Neonatal …, 2023 - journals.lww.com
Background: Developmental care is designed to optimize early brain maturation by
integrating procedures that support a healing environment. Protecting preterm sleep is …

Video-based infant monitoring: Recognizing appetite, pain and sleep in preterm infants

F Mijsters - 2022 - studenttheses.uu.nl
Preterm infants show their internal state through cues. Nurses attempt to observe these cues
as often as possible. This is not always possible due to the dynamic environment of the …