Estimation of elbow flexion torque using equilibrium optimizer on feature selection of NMES MMG signals and hyperparameter tuning of random forest regression
Background: The assessment of limb joint torque is essential for understanding musculoskeletal system dynamics. Yet, the lack of direct muscle strength measurement techniques has prompted previous research to deploy joint torque estimation using machine learning models. These models often suffer fro...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | en |
| Published: |
Frontiers Media SA
2025
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| Online Access: | http://eprints.utem.edu.my/id/eprint/29579/2/0250924062025114421877.pdf http://eprints.utem.edu.my/id/eprint/29579/ https://www.frontiersin.org/journals/rehabilitation-sciences/articles/10.3389/fresc.2025.1469797/full https://doi.org/10.3389/fresc.2025.1469797 |
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