Effects of Patchwise Sampling Strategy to Three-Dimensional Convolutional Neural Network-Based Alzheimer's Disease Classification.

Shen, Xiaoqi; Lin, Lan; Xu, Xinze; Wu, Shuicai

Shen, Xiaoqi; Lin, Lan; Xu, Xinze; Wu, Shuicai.

Afiliação

Shen X; Department of Biomedical Engineering, Faculty of Environment and Life Sciences, Beijing University of Technology, Beijing 100124, China.
Lin L; Department of Biomedical Engineering, Faculty of Environment and Life Sciences, Beijing University of Technology, Beijing 100124, China.
Xu X; Department of Biomedical Engineering, Faculty of Environment and Life Sciences, Beijing University of Technology, Beijing 100124, China.
Wu S; Department of Biomedical Engineering, Faculty of Environment and Life Sciences, Beijing University of Technology, Beijing 100124, China.

Brain Sci ; 13(2)2023 Feb 02.

Article em En | MEDLINE | ID: mdl-36831797

Palavras-chave

Alzheimer's Disease; convolutional neural networks; deep learning; image patch; neuroimaging

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Brain Sci Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

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