Predict Hip and Knee Kinematics During Stationary Cycling via Machine Learning Regression Models and Deep Learning Models

To improve athletes’ performance and prevent injuries, an understanding of the kinematics of lower limbs is becoming increasingly important in rehabilitating lower extremities with cycling ergometer, particularly the hip and knee joints. Multiple methods are being used for capturing motion and simulating kinematics of motion. Motion capture system is a common method for motion studies, […]