Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment

Mild cognitive impairment (MCI) is the prodromal stage of Alzheimer’s disease (AD). Identifying MCI subjects who are at high risk of converting to AD is crucial for effective treatments. In this study, a deep learning approach based on convolutional neural networks (CNN), is designed to accurately p...

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Vydáno v:Front Neurosci
Hlavní autoři: Lin, Weiming, Tong, Tong, Gao, Qinquan, Guo, Di, Du, Xiaofeng, Yang, Yonggui, Guo, Gang, Xiao, Min, Du, Min, Qu, Xiaobo
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2018
Témata:
Neuroscience
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6231297/
https://ncbi.nlm.nih.gov/pubmed/30455622
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00777
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