Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceArthritisRheumatoidDeep LearningHumansAlgorithms
Segmentation and Classification of Joint Space Narrowing in Rheumatoid Arthritis Using Deep Learning.
Na-Eun Oh, Jina Kim, Jinseok Lee
Published: 202510.1109/EMBC58623.2025.11253486
Abstract
Rheumatoid arthritis (RA) is a chronic autoimmune disease, with joint space narrowing (JSN) as a key diagnostic marker. This study presents a deep learning-based approach for classifying JSN severity using X-ray images. Joint regions were segmented u…
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