A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer’s disease

A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer’s disease

Alzheimer’s disease (AD) is a progressive and irreversible brain degenerative disorder. Mild cognitive impairment (MCI) is a clinical precursor of AD. Although some treatments can delay its progression, no effective cures are available for AD. Accurate early-stage diagnosis of AD is vital for the pr...

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Bibliographic Details
Main Authors: Manhua Liu, Fan Li, Hao Yan, Kundong Wang, Yixin Ma, Li Shen, Mingqing Xu
Format: Article
Language:English
Published: Elsevier 2020-03-01
Series:NeuroImage
Subjects:
Alzheimer’s disease
Hippocampus
Magnetic resonance imaging
Convolutional neural network
Image classification
Online Access:http://www.sciencedirect.com/science/article/pii/S105381191931050X

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http://www.sciencedirect.com/science/article/pii/S105381191931050X

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