Large Margin and Local Structure Preservation Sparse Representation Classifier for Alzheimer’s Magnetic Resonance Imaging Classification

Alzheimer’s disease (AD) is a progressive dementia in which the brain shrinks as the disease progresses. The use of machine learning and brain magnetic resonance imaging (MRI) for the early diagnosis of AD has a high probability of clinical value and social significance. Sparse representation classi...

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Bibliographic Details
Main Authors: Runmin Liu, Guangjun Li, Ming Gao, Weiwei Cai, Xin Ning
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Aging Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2022.916020/full