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Application of a Machine Learning Algorithm for Structural Brain Images in Chronic Schizophrenia to Earlier Clinical Stages of Psychosis and Autism Spectrum Disorder: A Multiprotocol Imaging Dataset Study

BACKGROUND AND HYPOTHESIS: Machine learning approaches using structural magnetic resonance imaging (MRI) can be informative for disease classification; however, their applicability to earlier clinical stages of psychosis and other disease spectra is unknown. We evaluated whether a model differentiat...

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Detalles Bibliográficos
Autores principales: Zhu, Yinghan, Nakatani, Hironori, Yassin, Walid, Maikusa, Norihide, Okada, Naohiro, Kunimatsu, Akira, Abe, Osamu, Kuwabara, Hitoshi, Yamasue, Hidenori, Kasai, Kiyoto, Okanoya, Kazuo, Koike, Shinsuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9077435/
https://www.ncbi.nlm.nih.gov/pubmed/35352811
http://dx.doi.org/10.1093/schbul/sbac030