Comprehensive evaluation of machine learning algorithms for predicting sleep-wake conditions and differentiating between the wake conditions before and after sleep during pregnancy based on heart rate variability
基于心率变异性,对预测妊娠期睡眠-觉醒状态和区分睡眠前后觉醒状态的机器学习算法进行全面评估
期刊:Frontiers in Psychiatry
影响因子:3.2
doi:10.3389/fpsyt.2023.1104222
Li, Xue; Ono, Chiaki; Warita, Noriko; Shoji, Tomoka; Nakagawa, Takashi; Usukura, Hitomi; Yu, Zhiqian; Takahashi, Yuta; Ichiji, Kei; Sugita, Norihiro; Kobayashi, Natsuko; Kikuchi, Saya; Kimura, Ryoko; Hamaie, Yumiko; Hino, Mizuki; Kunii, Yasuto; Murakami, Keiko; Ishikuro, Mami; Obara, Taku; Nakamura, Tomohiro; Nagami, Fuji; Takai, Takako; Ogishima, Soichi; Sugawara, Junichi; Hoshiai, Tetsuro; Saito, Masatoshi; Tamiya, Gen; Fuse, Nobuo; Fujii, Susumu; Nakayama, Masaharu; Kuriyama, Shinichi; Yamamoto, Masayuki; Yaegashi, Nobuo; Homma, Noriyasu; Tomita, Hiroaki