Detection of Alzheimer’s Disease using Explainable Machine Learning and Mathematical Models
Purpose: This study proposes a novel approach combining mathematical modeling and machine learning (ML) to classify four Alzheimer’s disease (AD) stages from magnetic resonance imaging (MRI) scans. Methodology: We first mapped each MRI pixel value matrix to a 2 × 2 matrix, using the techniques of fo...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wolters Kluwer Medknow Publications
2025-01-01
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| Series: | Journal of Medical Physics |
| Subjects: | |
| Online Access: | https://journals.lww.com/10.4103/jmp.jmp_128_24 |
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