Deep Learning for Daily Monitoring of Parkinson’s Disease Outside the Clinic Using Wearable Sensors

Deep Learning for Daily Monitoring of Parkinson’s Disease Outside the Clinic Using Wearable Sensors

Now that wearable sensors have become more commonplace, it is possible to monitor individual healthcare-related activity outside the clinic, unleashing potential for early detection of events in diseases such as Parkinson’s disease (PD). However, the unsupervised and “open world” nature of this type...

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Bibliographic Details
Main Authors: Roozbeh Atri, Kevin Urban, Barbara Marebwa, Tanya Simuni, Caroline Tanner, Andrew Siderowf, Mark Frasier, Magali Haas, Lee Lancashire
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
Parkinson’s disease
wearable sensors
deep learning
human activity recognition
Online Access:https://www.mdpi.com/1424-8220/22/18/6831

Internet

https://www.mdpi.com/1424-8220/22/18/6831

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