[3O08a-1] Use of Artificial Intelligence

[3O08a-1-02] Comprehensive evaluation of machine learning and deep learning algorithms for predicting emotions, sleep and peri-sleep wake conditions of pregnant women based on heart rate variability

○Xue Li^1,2, Chiaki Ono ², Noriko Warita ², Tomoka Shoji ², Takashi Nakagawa ², Hitomi Usukura ², Zhiqian Yu², Kei Ichiji ², Norihiro Sugita ³, Natsuko Kobayashi , Saya Kikuchi ¹, Yasuto Kunii ², Taku Obara ², Soichi Ogishima ², Gen Tamiya ², Masayuki Yamamoto², Shinichi Kuriyama ², Nobuo Yaegashi ², Noriyasu Homma ², Hiroaki Tomita ^1,2 (1. Department of Psychiatry, Graduate School of Medicine, Tohoku University, 2. Grad Sch Med, Tohoku Univ, Sendai, Japan, 3. Tohoku Univ, Sendai, Japan)

Keywords:deep learning, heart rate variability, pregnant women, mental health