Deep learning in gonarthrosis classification: a comparative study of model architectures and single vs. multi-model methods

PurposeThis study aims to classify Kellgren–Lawrence (KL) osteoarthritis stages using knee anteroposterior X-ray images by comparing two deep learning (DL) methodologies: a traditional single-model approach and a proposed multi-model approach. We addressed three core research questions in this study...

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Bibliographic Details
Main Authors: Sahika Betul Yayli, Kutay Kılıç, Salih Beyaz
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1413820/full
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