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Keywords: gait classification
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Journal Articles

Machine Learning-Driven Individualized Gait Rehabilitation: Classification, Prediction, and Mechanism Design

Amol Loya, Shrinath Deshpande, Anurag Purwar
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. May 2020, 3(2): 021105.
Paper No: JESMDT-19-1043
https://doi.org/10.1115/1.4046321
Published Online: March 11, 2020
... rehabilitation using machine learning techniques focusing on gait classification, prediction, and specialized device design. These models generate a distribution of linkage mechanisms, which strongly correlate to the distribution of target path variations. This way of formulating the problem results in a large...
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Topics: Artificial neural networks, Design, Diseases, Linkages, Machine learning, Machinery, Polynomials, Weight (Mass), Regression models, Cycles