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AD-HOLDER: Alzheimer’s Disease Detection via Machine Learning based Histograms of Light GBM Classifier using MRI and PET Images Cover

AD-HOLDER: Alzheimer’s Disease Detection via Machine Learning based Histograms of Light GBM Classifier using MRI and PET Images

Measurement Science Review
Volume 25 (2025): Issue 6 (December 2025)
By: S Mahalakshmi and  K Valarmathi  
Open Access
|Dec 2025

Authors

S Mahalakshmi

mahalakshmiece@psr.edu.in

Department of Electronics and Communication Engineering, P.S.R. Engineering College, Sivakasi, India

K Valarmathi

valarmathi@psr.edu.in

Department of Electronics and Communication Engineering, P.S.R. Engineering College, Sivakasi, India
DOI: https://doi.org/10.2478/msr-2025-0043 | Journal eISSN: 1335-8871
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Language: English
Page range: 389 - 399
Submitted on: Oct 1, 2024
|
Accepted on: Sep 29, 2025
|
Published on: Dec 23, 2025
Published by: Slovak Academy of Sciences, Institute of Measurement Science
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
Keywords:
MRI images,
PET images,
Histogram of Oriented Gradients,
machine learning,
Light Gradient Boosting Machine,
graph-based segmentation
Related subjects:
Engineering,
Electrical engineering,
Control engineering, metrology and testing

© 2025 S Mahalakshmi, K Valarmathi, published by Slovak Academy of Sciences, Institute of Measurement Science
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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