クワバラ　ヒトシ   KUWABARA Hitoshi   桑原　斉    所属   埼玉医科大学  医学部 神経精神科・心療内科    職種   教授
論文種別	学術雑誌(原著)
言語種別	英語
査読の有無	査読あり
表題	Machine-learning classification using neuroimaging data in schizophrenia, autism, ultra-high risk and first-episode psychosis.
掲載誌名	正式名：Translational psychiatry
巻・号・頁	10(1),278-278頁
著者・共著者	Walid Yassin,Hironori Nakatani,Yinghan Zhu,Masaki Kojima,Keiho Owada,Hitoshi Kuwabara,Wataru Gonoi,Yuta Aoki,Hidemasa Takao,Tatsunobu Natsubori,Norichika Iwashiro,Kiyoto Kasai,Yukiko Kano,Osamu Abe,Hidenori Yamasue,Shinsuke Koike
発行年月	2020/08
概要	Neuropsychiatric disorders are diagnosed based on behavioral criteria, which makes the diagnosis challenging. Objective biomarkers such as neuroimaging are needed, and when coupled with machine learning, can assist the diagnostic decision and increase its reliability. Sixty-four schizophrenia, 36 autism spectrum disorder (ASD), and 106 typically developing individuals were analyzed.
DOI	10.1038/s41398-020-00965-5
PMID	32801298