Boosting personalised musculoskeletal modelling with physics-informed knowledge transfer
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Author(s):
Jie Zhang, Yihui Zhao, Tianzhe Bao, Zhenhong Li, Kun Qian, Alejandro F. Frangi, Sheng Quan Xie, Zhi-Qiang Zhang
Published in:
IEEE Transactions on Instrumentation and Measurement, 2022, ISSN 0018-9456
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tim.2022.3227604
Physics-informed deep learning for musculoskeletal modelling: Predicting muscle forces and joint kinematics from surface EMG
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Author(s):
Jie Zhang, Yihui Zhao, Fergus Shone, Zhenhong Li, Alejandro F. Frangi, Shengquan Xie, Zhiqiang Zhang
Published in:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, ISSN 1534-4320
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tnsre.2022.3226860
Toward Robust and Efficient Musculoskeletal Modeling Using Distributed Physics-Informed Deep Learning
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Author(s):
Jie Zhang, Ziling Ruan, Qing Li, Zhi-Qiang Zhang
Published in:
IEEE Transactions on Instrumentation and Measurement, 2023, ISSN 0018-9456
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tim.2023.3325522
