Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review

Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review

Alzheimer's disease (AD) is a neurodegenerative disorder that causes memory degradation and cognitive function impairment in elderly people. The irreversible and devastating cognitive decline brings large burdens on patients and society. So far, there is no effective treatment that can cure AD,...

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Bibliographic Details
Main Authors: Zhen Zhao, Joon Huang Chuah, Khin Wee Lai, Chee-Onn Chow, Munkhjargal Gochoo, Samiappan Dhanalakshmi, Na Wang, Wei Bao, Xiang Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Computational Neuroscience
Subjects:
Alzheimer's disease
machine learning
deep learning
convolutional neural network
transformer
classification
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2023.1038636/full

Internet

https://www.frontiersin.org/articles/10.3389/fncom.2023.1038636/full

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