Application of TBSS-based machine learning models in the diagnosis of pediatric autism.

He, Xiongpeng; Zhao, Xin; Sun, Yongbing; Geng, Pengfei; Zhang, Xiaoan

He, Xiongpeng; Zhao, Xin; Sun, Yongbing; Geng, Pengfei; Zhang, Xiaoan.

Afiliação

He X; Department of Imaging, Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Zhao X; Henan International Joint Laboratory of Neuroimaging, Zhengzhou, China.
Sun Y; Department of Imaging, Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Geng P; Henan International Joint Laboratory of Neuroimaging, Zhengzhou, China.
Zhang X; Department of Imaging, People's Hospital of Zhengzhou University, Zhengzhou, China.

Front Neurol ; 13: 1078147, 2022.

Article em En | MEDLINE | ID: mdl-36742048

Palavras-chave

autism; back-propagation neural network; diffusion kurtosis imaging; logistic regression; support vector machine; tract-based spatial statistics

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo

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PubMed Links

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article