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

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 accurat...

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Bibliographic Details
Main Authors: Wei-Ming Lin, Tong Tong, Qinquan Gao, Di Guo, Xiaofeng Du, Yonggui Yang, Gang Guo, Min Xiao, Min Du, Xiaobo Qu
Format: Artigo
Language:English
Published: 2018
Online Access:https://doi.org/10.3389/fnins.2018.00777
https://fjfsdata01prod.blob.core.windows.net/articles/files/412254/pubmed-zip/.versions/2/.package-entries/fnins-12-00777-r1/fnins-12-00777.pdf?sv=2018-03-28&sr=b&sig=chXJ385p53UNaWbawjP6EThwL22y9LOye7JmYRU7HR0%3D&se=2021-02-16T17%3A29%3A40Z&sp=r&rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fnins-12-00777.pdf
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https://doi.org/10.3389/fnins.2018.00777
https://fjfsdata01prod.blob.core.windows.net/articles/files/412254/pubmed-zip/.versions/2/.package-entries/fnins-12-00777-r1/fnins-12-00777.pdf?sv=2018-03-28&sr=b&sig=chXJ385p53UNaWbawjP6EThwL22y9LOye7JmYRU7HR0%3D&se=2021-02-16T17%3A29%3A40Z&sp=r&rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fnins-12-00777.pdf

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