Ensemble deep model for continuous estimation of Unified Parkinson’s Disease Rating Scale III

Ensemble deep model for continuous estimation of Unified Parkinson’s Disease Rating Scale III

Abstract Background Unified Parkinson Disease Rating Scale-part III (UPDRS III) is part of the standard clinical examination performed to track the severity of Parkinson’s disease (PD) motor complications. Wearable technologies could be used to reduce the need for on-site clinical examinations of pe...

Full description

Bibliographic Details
Main Authors: Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BioMedical Engineering OnLine
Subjects:
Ensemble
Deep models
Parkinson’s disease
Home monitoring
UPDRS
Wearable sensors
Online Access:https://doi.org/10.1186/s12938-021-00872-w

Internet

https://doi.org/10.1186/s12938-021-00872-w

Similar Items