Machine learning classification of schizophrenia patients and healthy controls using diverse neuroanatomical markers and Ensemble methods.

Chilla, Geetha Soujanya; Yeow, Ling Yun; Chew, Qian Hui; Sim, Kang; Prakash, K N Bhanu

Chilla, Geetha Soujanya; Yeow, Ling Yun; Chew, Qian Hui; Sim, Kang; Prakash, K N Bhanu.

Afiliação

Chilla GS; Institute of Bioengineering and Bioimaging, Agency for Science, Technology and Research, Singapore, Singapore, 138667. venkatangs@ibb.a-star.edu.sg.
Yeow LY; Institute of Bioengineering and Bioimaging, Agency for Science, Technology and Research, Singapore, Singapore, 138667.
Chew QH; Institute of Mental Health, Singapore, Singapore, 539747.
Sim K; Institute of Mental Health, Singapore, Singapore, 539747.
Prakash KNB; Institute of Bioengineering and Bioimaging, Agency for Science, Technology and Research, Singapore, Singapore, 138667. bhanu@ibb.a-star.edu.sg.

Sci Rep ; 12(1): 2755, 2022 02 17.

Article em En | MEDLINE | ID: mdl-35177708

Assuntos

Encéfalo/diagnóstico por imagem; Aprendizado de Máquina; Imageamento por Ressonância Magnética; Esquizofrenia; Adulto; Biomarcadores; Feminino; Humanos; Masculino; Esquizofrenia/classificação; Esquizofrenia/diagnóstico por imagem

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Esquizofrenia / Encéfalo / Imageamento por Ressonância Magnética / Aprendizado de Máquina Limite: Adult / Female / Humans / Male Idioma: En Revista: Sci Rep Ano de publicação: 2022 Tipo de documento: Article

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