Automatic detection of mild cognitive impairment based on deep learning and radiomics of MR imaging

Automatic detection of mild cognitive impairment based on deep learning and radiomics of MR imaging

PurposeEarly and rapid diagnosis of mild cognitive impairment (MCI) has important clinical value in improving the prognosis of Alzheimer’s disease (AD). The hippocampus and parahippocampal gyrus play crucial roles in the occurrence of cognitive function decline. In this study, deep learning and radi...

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Bibliographic Details
Main Authors: Mingguang Yang, Shan Meng, Faqi Wu, Feng Shi, Yuwei Xia, Junbang Feng, Jinrui Zhang, Chuanming Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Medicine
Subjects:
MCI
AD
deep learning
radiomics
MRI
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2024.1305565/full

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