Machine Learning in Rehabilitation Sciences

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ORIGINAL RESEARCH

Published on 19 Feb 2025

Estimation of elbow flexion torque using equilibrium optimizer on feature selection of NMES MMG signals and hyperparameter tuning of random forest regression

Raphael Uwamahoro
Kenneth Sundaraj
Farah Shahnaz Feroz

doi 10.3389/fresc.2025.1469797

1,307 views
1 citation

MINI REVIEW

Published on 26 Jan 2024

Optimizing lower limb rehabilitation: the intersection of machine learning and rehabilitative robotics

Xiaoqian Zhang
Xiyin Rong
Hanwen Luo

doi 10.3389/fresc.2024.1246773

4,543 views
23 citations

ORIGINAL RESEARCH

Published on 22 Sep 2022

Machine learning predicts improvement of functional outcomes in traumatic brain injury patients after inpatient rehabilitation

Irene Say
Yiling Elaine Chen
Matthew Z. Sun
Jingyi Jessica Li
Daniel C. Lu

doi 10.3389/fresc.2022.1005168

3,204 views
11 citations

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Frontiers in Rehabilitation Sciences

Frontiers in Rehabilitation Sciences

Rehabilitation Engineering

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