Bradykinesia Detection in Parkinson’s Disease Using Smartwatches’ Inertial Sensors and Deep Learning Methods

Bradykinesia Detection in Parkinson’s Disease Using Smartwatches’ Inertial Sensors and Deep Learning Methods

Bradykinesia is the defining motor symptom of Parkinson’s disease (PD) and is reflected as a progressive reduction in speed and range of motion. The evaluation of bradykinesia severity is important for assessing disease progression, daily motor fluctuations, and therapy response. However, the clinic...

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Bibliographic Details
Main Authors: Luis Sigcha, Beatriz Domínguez, Luigi Borzì, Nélson Costa, Susana Costa, Pedro Arezes, Juan Manuel López, Guillermo De Arcas, Ignacio Pavón
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Electronics
Subjects:
Parkinson’s disease
bradykinesia
wearables
inertial sensors
artificial intelligence
deep learning
Online Access:https://www.mdpi.com/2079-9292/11/23/3879

Internet

https://www.mdpi.com/2079-9292/11/23/3879

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