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A Vision-Based System for Stage Classification of Parkinsonian Gait Using Machine Learning and Synthetic Data

Parkinson’s disease is characterized by abnormal gait, which worsens as the condition progresses. Although several methods have been able to classify this feature through pose-estimation algorithms and machine-learning classifiers, few studies have been able to analyze its progression to perform sta...

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Detalles Bibliográficos
Autores principales: Chavez, Jorge Marquez, Tang, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9229496/
https://www.ncbi.nlm.nih.gov/pubmed/35746246
http://dx.doi.org/10.3390/s22124463