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Brain MR Image Classification for Alzheimer's Disease Diagnosis Based on Multifeature Fusion

We propose a novel classification framework to precisely identify individuals with Alzheimer's disease (AD) or mild cognitive impairment (MCI) from normal controls (NC). The proposed method combines three different features from structural MR images: gray-matter volume, gray-level cooccurrence...

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Detalles Bibliográficos
Autores principales: Xiao, Zhe, Ding, Yi, Lan, Tian, Zhang, Cong, Luo, Chuanji, Qin, Zhiguang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5458434/
https://www.ncbi.nlm.nih.gov/pubmed/28611848
http://dx.doi.org/10.1155/2017/1952373