Predicting the Onset of Freezing of Gait Using EEG Dynamics

Predicting the Onset of Freezing of Gait Using EEG Dynamics

Freezing of gait (FOG) severely incapacitates the mobility of patients with advanced Parkinson’s disease (PD). An accurate prediction of the onset of FOG could improve the quality of life for PD patients. However, it is imperative to distinguish the possibility of the onset of FOG from that of volun...

Full description

Bibliographic Details
Main Authors: Alka Rachel John, Zehong Cao, Hsiang-Ting Chen, Kaylena Ehgoetz Martens, Matthew Georgiades, Moran Gilat, Hung T. Nguyen, Simon J. G. Lewis, Chin-Teng Lin
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
freezing of gait
Parkinson’s disease
voluntary stopping
convolutional neural network
EEGNet
Shallow ConvNet
Online Access:https://www.mdpi.com/2076-3417/13/1/302

Internet

https://www.mdpi.com/2076-3417/13/1/302

Similar Items