Ming-Xin Gong

Real-time continuous assessment of fatigue from surface electromyography with deep learning for training load regulation in elite cyclists

Accurate assessment of exercise-induced muscle fatigue is essential for optimizing training loads and preventing overtraining in elite athletes. This study presents a deep learning framework for continuous fatigue estimation from raw surface electromyography (sEMG) signals during high-intensity cycling. Fourteen elite...