Discrimination between Alzheimer's Disease and Mild Cognitive Impairment Using SOM and PSO-SVM

In this study, an MRI-based classification framework was proposed to distinguish the patients with AD and MCI from normal participants by using multiple features and different classifiers. First, we extracted features (volume and shape) from MRI data by using a series of image processing steps. Subs...

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Detalhes bibliográficos
Main Authors: Yang, Shih-Ting, Lee, Jiann-Der, Chang, Tzyh-Chyang, Huang, Chung-Hsien, Wang, Jiun-Jie, Hsu, Wen-Chuin, Chan, Hsiao-Lung, Wai, Yau-Yau, Li, Kuan-Yi
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2013
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3662202/
https://ncbi.nlm.nih.gov/pubmed/23737859
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/253670
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