Automated multi-model deep neural network for sleep stage scoring with unfiltered clinical data - Zhang, Xiaoqing; Xu, Mingkai; Li, Yanru; Su, Minmin; Xu, Ziyao; Wang, Chunyan; Kang, Dan; Li, Hongguang; Mu, Xin; Ding, Xiu; Xu, Wen; Wang, Xingjun; et al. (Sleep & breathing, 2020)
Keywords: Accuracy; Adult; Aged; Automation; Classification; Datasets; Deep Learning; Dentistry; Female; Humans; Internal Medicine; Male; Medicine; Medicine & Public Health; Middle Aged; Neural networks; Neural Networks, Computer; Neurology; Otorhinolaryngology; Pediatrics; Pneumology/Respiratory System; Polysomnography; Sleep; Sleep Apnea, Obstructive - physiopathology; Sleep Breathing Physiology and Disorders • Original; Sleep Breathing Physiology and Disorders • Original Article; Sleep Stages - physiology; Young Adult; Deep learning; Polysomnography (PSG); Obstructive sleep apnea (OSA); Sleep staging