Investigating the Impact of Environment and Data Aggregation by Walking Bout Duration on Parkinson’s Disease Classification Using Machine Learning

Parkinson’s disease (PD) is a common neurodegenerative disease. PD misdiagnosis can occur in early stages. Gait impairment in PD is typical and is linked with an increased fall risk and poorer quality of life. Applying machine learning (ML) models to real-world gait has the potential to be more sens...

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Detalles Bibliográficos
Autores principales: Rehman, Rana Zia Ur, Guan, Yu, Shi, Jian Qing, Alcock, Lisa, Yarnall, Alison J., Rochester, Lynn, Del Din, Silvia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8981298/
https://www.ncbi.nlm.nih.gov/pubmed/35391750
http://dx.doi.org/10.3389/fnagi.2022.808518

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8981298/
https://www.ncbi.nlm.nih.gov/pubmed/35391750
http://dx.doi.org/10.3389/fnagi.2022.808518

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