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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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Detalles Bibliográficos
Autores principales: Liu, Runmin, Li, Guangjun, Gao, Ming, Cai, Weiwei, Ning, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9177229/
https://www.ncbi.nlm.nih.gov/pubmed/35693338
http://dx.doi.org/10.3389/fnagi.2022.916020