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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Publicat a:Transl Psychiatry
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2020
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Article
Accés en línia: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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