Arne Weigenand

Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants

Preterm birth is the leading cause of infant mortality. Consequently, preterm infants require special attention and medical care, with sleep being a central element for the development of cognitive functions. Studies on neonatal sleep suggest that the pattern of their sleep stages is determined by a…