A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model - Irfan, Muhammad; Subasi, Abdulhamit; Tang, Zhenning; Wang, Laishuan; Xu, Yan; Chen, Chen; Westerlund, Tomi; Chen, Wei (IEEE transactions on biomedical engineering, 2025)
Keywords: Accuracy; Adaptation models; Adaptive feature selection; Algorithms; and stacking model; Brain modeling; Classification algorithms; EEG; Electroencephalography; Electroencephalography - methods; Feature extraction; Female; Humans; Infant, Newborn; Intensive Care Units, Neonatal; Machine Learning; Male; multiperspective feature extraction and fusion; neonatal sleep; Pediatrics; Principal Component Analysis; Recording; Signal Processing, Computer-Assisted; Sleep; Sleep - physiology; Sleep Stages - physiology; Wavelet Analysis; Wavelet transforms