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Grading Shoulder Osteoarthritis in X-ray Images Using Deep Learning Techniques
Thuan Phat Nguyen1, Bo-Taek Kim2, Ngoc Hoang Le3
1Graduate Institute of Data Science, College of Management, Taipei Medical University, New Taipei City, Taiwan.
Studies in Health Technology and Informatics
|May 23, 2026
Abstract
None:
This study attempts to develop a deep learning (DL) model to grade Glenohumeral OA (GHOA) in shoulder x-ray images based on the Hamada classification system. Using a novel image enhancing technique, the final model achieved AUROC scores ranging from 0.87 to 0.96.