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 |