Computer-Aided Diagnosis System of Alzheimer’s Disease Based on Multimodal Fusion: Tissue Quantification Based on the Hybrid Fuzzy-Genetic-Possibilistic Model and Discriminative Classification Based on the SVDD Model

Computer-Aided Diagnosis System of Alzheimer’s Disease Based on Multimodal Fusion: Tissue Quantification Based on the Hybrid Fuzzy-Genetic-Possibilistic Model and Discriminative Classification Based on the SVDD Model

An improved computer-aided diagnosis (CAD) system is proposed for the early diagnosis of Alzheimer&#8217;s disease (AD) based on the fusion of anatomical (magnetic resonance imaging (MRI)) and functional (<sup>8</sup>F-fluorodeoxyglucose positron emission tomography (FDG-PET)) multim...

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Bibliographic Details
Main Authors: Lilia Lazli, Mounir Boukadoum, Otmane Ait Mohamed
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Brain Sciences
Subjects:
alzheimer’s disease
cad system
multimodal fusion
tissue volume quantification
bias corrected fcm clustering
genetic optimization
possibilistic fcm clustering
svdd classifier
Online Access:https://www.mdpi.com/2076-3425/9/10/289

Internet

https://www.mdpi.com/2076-3425/9/10/289

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