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Sensors· 2026Q1

Application of Deep Learning-Based Markerless Pose Estimation in a 3D Exergame System for Knee Osteoarthritis Exercise Management: Development and Preliminary Evaluation

Xingye Cheng, Xi Gao, Wenqi Liang, Rebecca M. Meiring et al.

Short summary

A new 3D exergame system uses markerless pose estimation via RGB camera for home-based knee osteoarthritis (KOA) exercise management, offering avatar guidance, adaptive difficulty, and pain monitoring.

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Field: Physical Therapy, Sports Therapy and Rehabilitation

Physical Therapy, Sports Therapy and RehabilitationHealth Professions