Physics-informed Deep Learning for Musculoskeletal Modelling:Predicting Muscle Forces and Joint Kinematics from Surface EMG

Autor: Jie Zhang, Yihui Zhao, Fergus Shone, Zhenhong Li, Alejandro F. Frangi, Sheng Quan Xie, Zhi-Qiang Zhang

Publikováno v: Zhang, J, Zhao, Y, Shone, F, Li, Z, Frangi, A F, Xie, S Q & Zhang, Z Q 2022, ' Physics-informed Deep Learning for Musculoskeletal Modelling : Predicting Muscle Forces and Joint Kinematics from Surface EMG ', IEEE Transactions on Neural Systems and Rehabilitation Engineering, pp. 1 . https://doi.org/10.1109/TNSRE.2022.3226860

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 measure

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