Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

Neurobiological heterogeneity in schizophrenia is poorly understood and confounds current analyses. We investigated neuroanatomical subtypes in a multi-institutional multi-ethnic cohort, using novel semi-supervised machine learning methods designed to discover patterns associated with disease rather...

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Detalhes bibliográficos
Publicado no:Brain
Main Authors: Chand, Ganesh B, Dwyer, Dominic B, Erus, Guray, Sotiras, Aristeidis, Varol, Erdem, Srinivasan, Dhivya, Doshi, Jimit, Pomponio, Raymond, Pigoni, Alessandro, Dazzan, Paola, Kahn, Rene S, Schnack, Hugo G, Zanetti, Marcus V, Meisenzahl, Eva, Busatto, Geraldo F, Crespo-Facorro, Benedicto, Pantelis, Christos, Wood, Stephen J, Zhuo, Chuanjun, Shinohara, Russell T, Shou, Haochang, Fan, Yong, Gur, Ruben C, Gur, Raquel E, Satterthwaite, Theodore D, Koutsouleris, Nikolaos, Wolf, Daniel H, Davatzikos, Christos
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Original Articles
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7089665/
https://ncbi.nlm.nih.gov/pubmed/32103250
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/brain/awaa025
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