Deep learning to quantify care manipulation activities in neonatal intensive care units
Abrar Majeedi,
Ryan M. McAdams,
Ravneet Kaur
et al.
Abstract:Early-life exposure to stress results in significantly increased risk of neurodevelopmental impairments with potential long-term effects into childhood and even adulthood. As a crucial step towards monitoring neonatal stress in neonatal intensive care units (NICUs), our study aims to quantify the duration, frequency, and physiological responses of care manipulation activities, based on bedside videos and physiological signals. Leveraging 289 h of video recordings and physiological data within 330 sessions coll… Show more
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