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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Détails bibliographiques
Publié dans:Front Neurosci
Auteurs principaux: Lin, Weiming, Tong, Tong, Gao, Qinquan, Guo, Di, Du, Xiaofeng, Yang, Yonggui, Guo, Gang, Xiao, Min, Du, Min, Qu, Xiaobo
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2018
Sujets:
Neuroscience
Accès en ligne: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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