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Prediction of Gait Kinematics and Kinetics: A Systematic Review of EMG and EEG Signal Use and Their Contribution to Prediction Accuracy

Human-machine interfaces hold promise in enhancing rehabilitation by predicting and responding to subjects’ movement intent. In gait rehabilitation, neural network architectures utilize lower-limb muscle and brain activity to predict continuous kinematics and kinetics during stepping and walking. Th...

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Detalles Bibliográficos
Autores principales: Amrani El Yaakoubi, Nissrin, McDonald, Caitlin, Lennon, Olive
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10604078/
https://www.ncbi.nlm.nih.gov/pubmed/37892892
http://dx.doi.org/10.3390/bioengineering10101162