An AI system for continuous knee osteoarthritis severity grading: An anomaly detection inspired approach with few labels

Niamh Belton, Aonghus Lawlor, Kathleen M. Curran

Published: 01 Sept 2025, Last Modified: 21 Oct 2025Artificial Intelligence in MedicineEveryoneRevisionsCC BY-SA 4.0
Abstract: Highlights•This work proposes a continuous Knee Osteoarthritis grading system.•We advance the original Anomaly Detection technique FewSOME.•This method uses less than 3% of the labels that existing methods require.
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