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Freezing of Gait (FoG) Detection using Logistic Regression in Parkinson's disease from Acceleration signals
The detection and diagnosis of Parkinson disease (PD) are very important concerning the treatment of this disease. In this work, the freezing of gait (FoG) from subjects with Parkinson disease has been detected by the ...
A Hybrid Approach to Parkinson Disease Classification using speech signal: The combination of SMOTE and Random Forests
In this study, a novel method is proposed for the detection of Parkinson's disease with the features obtained from the speech signals. Detection and early diagnosis of Parkinson's disease are essential in terms of disease ...