Master ThesisBenchmarking Energy Expenditure Estimation: AI vs. Metabolic Cost Models
In clinical and sports science applications, the accurate estimation of energy expenditure (EE) is critical for evaluating physical performance, rehabilitation progress, and overall health. Traditionally, EE has been estimated through metabolic cost models based on joint kinematics and musculoskeletal dynamics. However, recent advances in AI particularly in machine learning and deep learning have opened new […]In clinical and sports science applications, the accurate estimation of energy expenditure (EE) is critical for evaluating physical performance, rehabilitation progress, and overall health. Traditionally, EE has been estimated through metabolic cost models based on joint kinematics and musculoskeletal dynamics. However, recent advances in AI particularly in machine learning and deep learning have opened new […]
