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Comparative Evaluation of Single CNN Models, Test-Time Augmentation, and Weighted Ensembling for Knee Osteoarthritis Severity Classification Cover

Comparative Evaluation of Single CNN Models, Test-Time Augmentation, and Weighted Ensembling for Knee Osteoarthritis Severity Classification

Open Access
|Oct 2026
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Authors

Huseyin Coskun

huseyin.coskun@ksbu.edu.tr

Department of Computer Engineering, Kütahya Health Sciences University, Kütahya, Turkey

Zekeriya Katılmış

zekeriya.katilmis@ksbu.edu.tr

Department of Medical Informatics, Kütahya Health Sciences University, Kütahya, Turkey
DOI: https://doi.org/10.2478/acss-2026-0016 | Journal eISSN: 2255-8691 | Journal ISSN: 2255-8683 (formerly 2255-8691)
Language: English
Page range: 187 - 205
Submitted on: Aug 20, 2026
Accepted on: Oct 12, 2026
Published online: Oct 28, 2026
Published in print: Jan 1, 2026
Published by: Riga Technical University
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open

© 2026 Huseyin Coskun, Zekeriya Katılmış, published by Riga Technical University
This work is licensed under the Creative Commons Attribution 4.0 License.