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Alzheimer's disease (AD) is a common form of dementia that is affecting the elderly population worldwide. We present here a novel approach based on independent component analysis (ICA) method to get useful features that are representative of the interrelationship among the structural magnetic resonance imaging (sMRI) brain voxels. ICA effectively considers the information inherent in the sMRI scans...
Alzheimer's disease (AD) is the most common type of dementia that is affecting the elderly population worldwide. We present here a novel method based on the progressive two class proximal support vector machine based decision (pTCDC- PSVM) classifier to distinguish between the elderly patients with AD, mild cognitive impairment (MCI) and normal controls (NC). Structural phase images are formed to...
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