[2P] 86 Others

[2P-391] Automation in sleep state classification and maturity evaluation of EEG in preterm infants with convolutional neural networks

*Ryo Fujihira¹, Hama Watanabe¹, Anna Shiraki², Yuji Ito², Takafumi Ushida³, Hiroyuki Yamamoto², Tomohiko Nakata², Yoshiaki Sato⁴, Jun Natsume², Hiroyuki Kidokoro², Gentaro Taga¹ (1. Grad Sch Edu, Univ of Tokyo, Tokyo, Japan, 2. Dept of Pediatr, Grad Sch Med, Nagoya Univ, Aichi, Japan, 3. Dept of Ob-Gyn, Grad Sch Med, Nagoya Univ, Aichi, Japan, 4. Div of Neonatol, Center for Maternal-Neonatol Care, Nagoya Univ Hosp, Aichi, Japan)

Keywords:preterm infant, sleep state, convolutional neural networks, EEG