Machine Learning-Driven GLCM Analysis of Structural MRI for Alzheimer’s Disease Diagnosis

Machine Learning-Driven GLCM Analysis of Structural MRI for Alzheimer’s Disease Diagnosis

Background: Alzheimer’s disease (AD) is a progressive and irreversible neurodegenerative condition that increasingly impairs cognitive functions and daily activities. Given the incurable nature of AD and its profound impact on the elderly, early diagnosis (at the mild cognitive impairment (MCI) stag...

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Bibliographic Details
Main Authors: Maria João Oliveira, Pedro Ribeiro, Pedro Miguel Rodrigues
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Bioengineering
Subjects:
Alzheimer’s disease
mild cognitive impairment
structural magnetic resonance imaging
gray-level co-occurrence matrix
classical machine learning
Online Access:https://www.mdpi.com/2306-5354/11/11/1153
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