Grading Shoulder Osteoarthritis in X-ray Images Using Deep Learning Techniques.
Authors
Nguyen TP,Kim BT,Le NH,Kim SJ,Baek CH,Nguyen PA
Affiliations (3)
Affiliations (3)
- Graduate Institute of Data Science, College of Management, Taipei Medical University, New Taipei City, Taiwan.
- Yeosu Baek Hospital, Yeosu City, South Korea.
- AI Center, Tra Vinh University, Vinh Long, Vietnam.
Abstract
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.
Topics
Deep LearningOsteoarthritisShoulder JointRadiographic Image Interpretation, Computer-AssistedJournal Article