Identification of motor progression in Parkinson’s disease using wearable sensors and machine learning

Abstract Wearable devices offer the potential to track motor symptoms in neurological disorders. Kinematic data used together with machine learning algorithms can accurately identify people living with movement disorders and the severity of their motor symptoms. In this study we aimed to establish w...

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Bibliographic Details
Main Authors: Charalampos Sotirakis, Zi Su, Maksymilian A. Brzezicki, Niall Conway, Lionel Tarassenko, James J. FitzGerald, Chrystalina A. Antoniades
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:npj Parkinson's Disease
Online Access:https://doi.org/10.1038/s41531-023-00581-2