Risk of data leakage in estimating the diagnostic performance of a deep-learning-based computer-aided system for psychiatric disorders.

Lee, Hyung-Tak; Cheon, Hye-Ran; Lee, Seung-Hwan; Shim, Miseon; Hwang, Han-Jeong

Lee, Hyung-Tak; Cheon, Hye-Ran; Lee, Seung-Hwan; Shim, Miseon; Hwang, Han-Jeong.

Afiliação

Lee HT; Department of Electronics and Information Engineering, Korea University, Sejong, Republic of Korea.
Cheon HR; Interdisciplinary Graduate Program for Artificial Intelligence Smart Convergence Technology, Korea University, Sejong, Republic of Korea.
Lee SH; Department of Electronics and Information Engineering, Korea University, Sejong, Republic of Korea.
Shim M; Interdisciplinary Graduate Program for Artificial Intelligence Smart Convergence Technology, Korea University, Sejong, Republic of Korea.
Hwang HJ; Psychiatry Department, Ilsan Paik Hospital, Inje University, Goyang, Republic of Korea.

Sci Rep ; 13(1): 16633, 2023 10 03.

Article em En | MEDLINE | ID: mdl-37789047

Assuntos

Aprendizado Profundo; Transtornos Mentais; Humanos; Redes Neurais de Computação; Diagnóstico por Computador/métodos; Transtornos Mentais/diagnóstico por imagem; Computadores

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / Transtornos Mentais Tipo de estudo: Diagnostic_studies / Etiology_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Sci Rep Ano de publicação: 2023 Tipo de documento: Article

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