Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansIntensive Care UnitsNeonatalInfantNewborn
Privacy-Preserving Infant Sleep-Wake Detection in NICUs based on Federated Learning: A Multi-center Clinical Study.
Xuhui Yang, Dongmin Huang, Yongshen Zeng, Liping Pan, Xiaoyan Song, Junli He, Lirong Ren, Wenjin Wang
Published: 202510.1109/EMBC58623.2025.11251758
Abstract
Clinically, monitoring infants' sleep-wake cycles provides crucial information of sleep parameters (e.g., sleep duration and frequency), enabling the assessment to their physiological and neuro developmental status. Recently, camera-based infant slee…
Preview only. Read the full abstract at the source