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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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書誌詳細
出版年:Front Neurosci
主要な著者: Lin, Weiming, Tong, Tong, Gao, Qinquan, Guo, Di, Du, Xiaofeng, Yang, Yonggui, Guo, Gang, Xiao, Min, Du, Min, Qu, Xiaobo
フォーマット: Artigo
言語:Inglês
出版事項: Frontiers Media S.A. 2018
主題:
オンライン・アクセス: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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