Fast Muscle-parameter Calibration using EMG and Markerless Kinematics for Neuromusculoskeletal Modeling: Application to Hand-cycling | Synapse
February 28, 2026
Fast Muscle-parameter Calibration using EMG and Markerless Kinematics for Neuromusculoskeletal Modeling: Application to Hand-cycling
Key Points
To develop a rapid and reliable method for calibrating upper-limb musculoskeletal models to enhance muscle force estimates.
Utilized electromyography (EMG) for muscle activity measurement.
Implemented markerless kinematics to track movement without the use of physical markers.
Developed a calibration framework for neuromusculoskeletal modeling.
Achieved faster calibration times compared to traditional methods.
Improved accuracy in muscle force estimations for upper-limb movements.
Demonstrated clinical applicability in hand-cycling activities.
Abstract
This approach provides a fast and reliable framework for upper-limb musculoskeletal calibration, facilitating more accurate and clinically applicable muscle force estimation.