Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG

• Main Authors: Jie Zhang (Author), Yihui Zhao (Author), Fergus Shone (Author), Zhenhong Li (Author), Alejandro F. Frangi (Author), Sheng Quan Xie (Author), Zhi-Qiang Zhang (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Musculoskeletal models have been widely used for detailed biomechanical analysis to characterise various functional impairments given their ability to estimate movement variables (i.e., muscle forces and joint moments) which cannot be readily measured in vivo. Physics-based computational neuromuscul...