Towards Biosignals Analysis for the Automatic Assessment of Upper Limb Impairment

Esteban Eusebio-Martín,Ricardo A. Salido-Ruiz,Sulema Torres-Ramos,Israel Román-Godínez

2023 IEEE EMBS R9 Conference（2023）

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摘要

To restore lost functions resulting from strokes, a thorough assessment of the impairments is crucial. The objective of this work is to assess upper limb impairment by using two different biosignals.

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关键词

Upper Limb,Assessment Of Impairment,Automatic Assessment,Upper Limb Impairment,Support Vector Machine,Kinematic,Random Forest,Decision Tree,F1 Score,Random Forest Algorithm,Area Under Curve,Electromyography Data

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