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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Hlavní autoři:	Luis Sigcha, Ignacio Pavón, Nélson Costa, Susana Costa, Miguel Gago, Pedro Arezes, Juan Manuel López, Guillermo De Arcas
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2021-01-01
Edice:	Sensors
Témata:	machine learning wearable sensors resting tremor deep learning convolutional neural networks Parkinson’s disease
On-line přístup:	https://www.mdpi.com/1424-8220/21/1/291
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