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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Gepubliceerd in:Front Neurosci
Hoofdauteurs: Lin, Weiming, Tong, Tong, Gao, Qinquan, Guo, Di, Du, Xiaofeng, Yang, Yonggui, Guo, Gang, Xiao, Min, Du, Min, Qu, Xiaobo
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Frontiers Media S.A. 2018
Onderwerpen:
Neuroscience
Online toegang: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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