Automatic Resting Tremor Assessment in Parkinson’s Disease Using Smartwatches and Multitask Convolutional Neural Networks

Automatic Resting Tremor Assessment in Parkinson’s Disease Using Smartwatches and Multitask Convolutional Neural Networks

Resting tremor in Parkinson’s disease (PD) is one of the most distinctive motor symptoms. Appropriate symptom monitoring can help to improve management and medical treatments and improve the patients’ quality of life. Currently, tremor is evaluated by physical examinations during clinical appointmen...

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Bibliographic Details
Main Authors: Luis Sigcha, Ignacio Pavón, Nélson Costa, Susana Costa, Miguel Gago, Pedro Arezes, Juan Manuel López, Guillermo De Arcas
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
machine learning
wearable sensors
resting tremor
deep learning
convolutional neural networks
Parkinson’s disease
Online Access:https://www.mdpi.com/1424-8220/21/1/291

Internet

https://www.mdpi.com/1424-8220/21/1/291

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