Early diagnosis of Alzheimer’s disease and mild cognitive impairment using MRI analysis and machine learning algorithms

Early diagnosis of Alzheimer’s disease and mild cognitive impairment using MRI analysis and machine learning algorithms

Abstract Early diagnosis of Alzheimer’s disease (AD) and mild cognitive impairment (MCI) is crucial to prevent their progression. In this study, we proposed the analysis of magnetic resonance imaging (MRI) based on features including; hippocampus (HC) area size, HC grayscale statistics and texture f...

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Bibliographic Details
Main Authors: Helia Givian, Jean-Paul Calbimonte, and for the Alzheimer’s Disease Neuroimaging Initiative
Format: Article
Language:English
Published: Springer 2024-12-01
Series:Discover Applied Sciences
Subjects:
Alzheimer’s disease (AD)
Mild Cognitive impairment (MCI)
Magnetic resonance imaging (MRI)
Computer-aided diagnosis (CAD)
Machine learning (ML)
Online Access:https://doi.org/10.1007/s42452-024-06440-w
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