Improved Deep Learning Technique to Detect Freezing of Gait in Parkinson’s Disease Based on Wearable Sensors

Improved Deep Learning Technique to Detect Freezing of Gait in Parkinson’s Disease Based on Wearable Sensors

Freezing of gait (FOG) is a paroxysmal dyskinesia, which is common in patients with advanced Parkinson’s disease (PD). It is an important cause of falls in PD patients and is associated with serious disability. In this study, we implemented a novel FOG detection system using deep learning technology...

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Bibliographic Details
Main Authors: Bochen Li, Zhiming Yao, Jianguo Wang, Shaonan Wang, Xianjun Yang, Yining Sun
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Electronics
Subjects:
Parkinson’s disease
freezing of gait
detection
deep learning
convolutional neural networks
long short-term memory
Online Access:https://www.mdpi.com/2079-9292/9/11/1919

Internet

https://www.mdpi.com/2079-9292/9/11/1919

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