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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| Hlavní autoři: | , , , , , , , , , |
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| Médium: | Artigo |
| Jazyk: | angličtina |
| Vydáno: |
2018
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| On-line přístup: | 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.2018.00777https://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