Convolutional Neural Networks to Classify Alzheimer's Disease Severity Based on SPECT Images: A Comparative Study.

Lien, Wei-Chih; Yeh, Chung-Hsing; Chang, Chun-Yang; Chang, Chien-Hsiang; Wang, Wei-Ming; Chen, Chien-Hsu; Lin, Yang-Cheng

Lien, Wei-Chih; Yeh, Chung-Hsing; Chang, Chun-Yang; Chang, Chien-Hsiang; Wang, Wei-Ming; Chen, Chien-Hsu; Lin, Yang-Cheng.

Afiliação

Lien WC; Department of Physical Medicine and Rehabilitation, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan.
Yeh CH; Department of Physical Medicine and Rehabilitation, College of Medicine, National Cheng Kung University, Tainan 701, Taiwan.
Chang CY; Faculty of Information Technology, Monash University, Victoria 3800, Australia.
Chang CH; Department of Industrial Design, National Cheng Kung University, Tainan 701, Taiwan.
Wang WM; Department of Industrial Design, National Cheng Kung University, Tainan 701, Taiwan.
Chen CH; Department of Statistics, College of Management, National Cheng Kung University, Tainan 701, Taiwan.
Lin YC; Department of Industrial Design, National Cheng Kung University, Tainan 701, Taiwan.

J Clin Med ; 12(6)2023 Mar 13.

Article em En | MEDLINE | ID: mdl-36983226

Palavras-chave

Alzheimer's disease (AD); convolutional neural network (CNN); image recognition; single-photon emission computed tomography (SPECT); transfer learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: J Clin Med Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Taiwan País de publicação: Suíça

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