Classification of the stages of Parkinson’s disease using novel higher-order statistical features of EEG signals

2020 ◽  
Author(s):  
Seyed Alireza Khoshnevis ◽  
Ravi Sankar
Keyword(s):  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Higher Order ◽  
Statistical Features ◽  
Eeg Signals

scholarly journals Emotion classification in Parkinson's disease by higher-order spectra and power spectrum features using EEG signals: A comparative study

2014 ◽  
Vol 13 (01) ◽  
pp. 89-120 ◽  
Author(s):  
R. Yuvaraj ◽  
M. Murugappan ◽  
Norlinah Mohamed Ibrahim ◽  
Mohd Iqbal Omar ◽  
Kenneth Sundaraj ◽  
...  
Keyword(s):  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Power Spectrum ◽  
Comparative Study ◽  
Higher Order ◽  
Emotion Classification ◽  
Eeg Signals ◽  
Higher Order Spectra

Multiclass machine learning classification of functional brain images for Parkinson's disease stage prediction

2020 ◽  
Vol 13 (5) ◽  
pp. 508-523 ◽  
Author(s):  
Guan‐Hua Huang ◽  
Chih‐Hsuan Lin ◽  
Yu‐Ren Cai ◽  
Tai‐Been Chen ◽  
Shih‐Yen Hsu ◽  
...  
Keyword(s):  
Machine Learning ◽  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Disease Stage ◽  
Brain Images ◽  
Functional Brain ◽  
Machine Learning Classification
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