Early development of sleep and brain functional connectivity in term-born and preterm infants
J Uchitel, S Vanhatalo, T Austin - Pediatric research, 2022 - nature.com
The proper development of sleep and sleep-wake rhythms during early neonatal life is
crucial to lifelong neurological well-being. Recent data suggests that infants who have poor …
crucial to lifelong neurological well-being. Recent data suggests that infants who have poor …
Neonatal quantitative electroencephalography and long‐term outcomes: a systematic review
C van't Westende, VJ Geraedts… - … Medicine & Child …, 2022 - Wiley Online Library
Aim To evaluate quantitative electroencephalogram (EEG) measures as predictors of long‐
term neurodevelopmental outcome in infants with a postconceptional age below 46 weeks …
term neurodevelopmental outcome in infants with a postconceptional age below 46 weeks …
Facilitating early parent-infant emotional connection improves cortical networks in preterm infants
P Yrjölä, MM Myers, MG Welch, NJ Stevenson… - Science translational …, 2022 - science.org
Exposure to environmental adversities during early brain development, such as preterm
birth, can affect early brain organization. Here, we studied whether development of cortical …
birth, can affect early brain organization. Here, we studied whether development of cortical …
An automated bedside measure for monitoring neonatal cortical activity: a supervised deep learning-based electroencephalogram classifier with external cohort …
SM Moghadam, M Airaksinen, P Nevalainen… - The Lancet Digital …, 2022 - thelancet.com
Background Electroencephalogram (EEG) monitoring is recommended as routine in
newborn neurocritical care to facilitate early therapeutic decisions and outcome predictions …
newborn neurocritical care to facilitate early therapeutic decisions and outcome predictions …
Deep learning for EEG seizure detection in preterm infants
EEG is the gold standard for seizure detection in the newborn infant, but EEG interpretation
in the preterm group is particularly challenging; trained experts are scarce and the task of …
in the preterm group is particularly challenging; trained experts are scarce and the task of …
Intelligent wearable allows out-of-the-lab tracking of developing motor abilities in infants
M Airaksinen, A Gallen, A Kivi… - Communications …, 2022 - nature.com
Background Early neurodevelopmental care needs better, effective and objective solutions
for assessing infants' motor abilities. Novel wearable technology opens possibilities for …
for assessing infants' motor abilities. Novel wearable technology opens possibilities for …
Automated detection of artefacts in neonatal EEG with residual neural networks
Background and objective To develop a computational algorithm that detects and identifies
different artefact types in neonatal electroencephalography (EEG) signals. Methods As part …
different artefact types in neonatal electroencephalography (EEG) signals. Methods As part …
[HTML][HTML] Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels
SM Moghadam, P Nevalainen, NJ Stevenson… - Clinical …, 2022 - Elsevier
Objective To develop and validate an automated method for bedside monitoring of sleep
state fluctuations in neonatal intensive care units. Methods A deep learning-based algorithm …
state fluctuations in neonatal intensive care units. Methods A deep learning-based algorithm …
A practical approach toward interpretation of amplitude integrated electroencephalography in preterm infants
P Deshpande, PJ McNamara, C Hahn, PS Shah… - European journal of …, 2022 - Springer
The developing preterm brain is vulnerable to injury, especially during periods of clinical
instability; therefore, monitoring the brain may provide important information on brain health …
instability; therefore, monitoring the brain may provide important information on brain health …
Microstate Analysis reflects maturation of the Preterm Brain
Preterm neonates are at risk of long-term neurodevelopmental impairments due to
disruption of natural brain development. Electroencephalography (EEG) analysis can …
disruption of natural brain development. Electroencephalography (EEG) analysis can …