Classification of Alzheimer's disease based on hippocampal multivariate morphometry statistics.

Zheng, Weimin; Liu, Honghong; Li, Zhigang; Li, Kuncheng; Wang, Yalin; Hu, Bin; Dong, Qunxi; Wang, Zhiqun

Zheng, Weimin; Liu, Honghong; Li, Zhigang; Li, Kuncheng; Wang, Yalin; Hu, Bin; Dong, Qunxi; Wang, Zhiqun.

Afiliação

Zheng W; Department of Radiology, Aerospace Center Hospital, Beijing, China.
Liu H; School of Medical Technology, Beijing Institute of Technology, Beijing, China.
Li Z; School of Medical Technology, Beijing Institute of Technology, Beijing, China.
Li K; Department of Radiology, Xuanwu Hospital of Capital Medical University, Beijing, China.
Wang Y; School of Computing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, Arizona, USA.
Hu B; School of Medical Technology, Beijing Institute of Technology, Beijing, China.
Dong Q; School of Medical Technology, Beijing Institute of Technology, Beijing, China.
Wang Z; Department of Radiology, Aerospace Center Hospital, Beijing, China.

CNS Neurosci Ther ; 29(9): 2457-2468, 2023 09.

Article em En | MEDLINE | ID: mdl-37002795

Assuntos

Doença de Alzheimer; Disfunção Cognitiva; Doenças Neurodegenerativas; Humanos; Doença de Alzheimer/patologia; Doenças Neurodegenerativas/patologia; Disfunção Cognitiva/diagnóstico; Hipocampo/diagnóstico por imagem; Hipocampo/patologia; Imageamento por Ressonância Magnética/métodos

Palavras-chave

AD patient stratification; SVM classification; computer-aided diagnosis; hippocampal morphometry; patch-based feature selection

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doenças Neurodegenerativas / Doença de Alzheimer / Disfunção Cognitiva Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Revista: CNS Neurosci Ther Assunto da revista: NEUROLOGIA / TERAPEUTICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

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