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

Dandan Zhang Zheng PengShaoxiong SunCarola van PulCaifeng ShanJeroen Dudink Peter Andriessen Ronald M Aarts Xi Long

Published in: Acta paediatrica (Oslo, Norway : 1992) (2024)

Cardiorespiratory interactions contributed to detecting quiet sleep and motion features contributed to detecting wake states. This combination improved the automated classifications of sleep states.

Keyphrases

preterm infants
sleep quality
physical activity
deep learning
machine learning
body composition
high intensity
low birth weight
high speed
depressive symptoms
mass spectrometry