PhysioAI: Clinical Knowledge-Guided Semantic Supervision for Skeleton-Based Physiotherapy Action Recognition
PhysioAI, a clinical knowledge-guided semantic supervision framework that injects structured physiotherapy knowledge into skeleton representation learning, is proposed, demonstrating that structured clinical knowledge can serve as an effective source of training-time supervision for physiotherapy action recognition.