Machine-learning classification using neuroimaging data in schizophrenia, autism, ultra-high risk and first-episode psychosis

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 au...

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Pubblicato in:Transl Psychiatry
Autori principali: Yassin, Walid, Nakatani, Hironori, Zhu, Yinghan, Kojima, Masaki, Owada, Keiho, Kuwabara, Hitoshi, Gonoi, Wataru, Aoki, Yuta, Takao, Hidemasa, Natsubori, Tatsunobu, Iwashiro, Norichika, Kasai, Kiyoto, Kano, Yukiko, Abe, Osamu, Yamasue, Hidenori, Koike, Shinsuke
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2020
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7429957/
https://ncbi.nlm.nih.gov/pubmed/32801298
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41398-020-00965-5
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