A deep learning framework for identifying Alzheimer's disease using fMRI-based brain network

BackgroundThe convolutional neural network (CNN) is a mainstream deep learning (DL) algorithm, and it has gained great fame in solving problems from clinical examination and diagnosis, such as Alzheimer's disease (AD). AD is a degenerative disease difficult to clinical diagnosis due to its uncl...

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Bibliographic Details
Main Authors: Ruofan Wang, Qiguang He, Chunxiao Han, Haodong Wang, Lianshuan Shi, Yanqiu Che
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1177424/full