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Multi-view Classification for Identification of Alzheimer’s Disease

In this paper, we propose a multi-view learning method using Magnetic Resonance Imaging (MRI) data for Alzheimer’s Disease (AD) diagnosis. Specifically, we extract both Region-Of-Interest (ROI) features and Histograms of Oriented Gradient (HOG) features from each MRI image, and then propose mapping...

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Detalhes bibliográficos
Publicado no:Mach Learn Med Imaging
Main Authors: Zhu, Xiaofeng, Suk, Heung-Il, Zhu, Yonghua, Thung, Kim-Han, Wu, Guorong, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4758364/
https://ncbi.nlm.nih.gov/pubmed/26900608
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-24888-2_31
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