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Automated and accurate assessment for postural abnormalities in patients with Parkinson’s disease based on Kinect and machine learning

BACKGROUND: Automated and accurate assessment for postural abnormalities is necessary to monitor the clinical progress of Parkinson’s disease (PD). The combination of depth camera and machine learning makes this purpose possible. METHODS: Kinect was used to collect the postural images from 70 PD pat...

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Detalles Bibliográficos
Autores principales: Zhang, Zhuoyu, Hong, Ronghua, Lin, Ao, Su, Xiaoyun, Jin, Yue, Gao, Yichen, Peng, Kangwen, Li, Yudi, Zhang, Tianyu, Zhi, Hongping, Guan, Qiang, Jin, LingJing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643004/
https://www.ncbi.nlm.nih.gov/pubmed/34863184
http://dx.doi.org/10.1186/s12984-021-00959-4