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

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

In recent years, the rapid development of artificial intelligence has promoted the widespread application of convolutional neural networks (CNNs) in neuroimaging analysis. Although three-dimensional (3D) CNNs can utilize the spatial information in 3D volumes, there are still some challenges related...

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Bibliographic Details
Main Authors: Xiaoqi Shen, Lan Lin, Xinze Xu, Shuicai Wu
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Brain Sciences
Subjects:
neuroimaging
Alzheimer’s Disease
image patch
deep learning
convolutional neural networks
Online Access:https://www.mdpi.com/2076-3425/13/2/254

Internet

https://www.mdpi.com/2076-3425/13/2/254

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