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Classification of Alzheimer and MCI phenotypes on MRI data using SVM
Alzheimer’s Disease Neuroimaging Initiative
Department of Computer Science
5
Citations (Scopus)
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Keyphrases
Alzheimer's Disease
100%
Magnetic Resonance Imaging Data
100%
Support Vector Machine
100%
Alzheimer
100%
Mild Cognitive Impairment
100%
Hippocampus
25%
Whole Brain
25%
Stage Classification
25%
Prodromal Stage
25%
Medical Imaging
25%
Early Diagnosis
25%
Fusiform
25%
Temporal Lobe
25%
Anatomical Structure
25%
Brain Magnetic Resonance Imaging
25%
Dementia Stage
25%
Alzheimer's Disease Patient
25%
Cognitive Tests
25%
Work Support
25%
Entorhinal Cortex
25%
Computer-aided Diagnosis (CADx)
25%
Multi-class Classification
25%
Gray Matter Volume
25%
Structural Magnetic Resonance Imaging (sMRI)
25%
Dementia
25%
T1-weighted
25%
Cognitively Normal
25%
Alzheimer's Disease Neuroimaging Initiative
25%
Brain Scans
25%
Brain Structure
25%
Machine Learning Algorithms
25%
Neuroscience
Alzheimer's Disease
100%
Magnetic Resonance Imaging
100%
Mild Cognitive Impairment
100%
Support Vector Machine
100%
Temporal Lobe
16%
Structural Magnetic Resonance Imaging
16%
Hippocampus
16%
Entorhinal Cortex
16%
Gray Matter
16%
Machine Learning Algorithm
16%
Cognitive Tests
16%