On the classification of tremor signals into dyskinesia, Parkinsonian tremor, and Essential tremor by using machine learning techniques
Biomedical Signal Processing and Control(2022)
Abstract
•Parkinson's disease (PD) is a neurological disorder that leads to motor symptoms.•Some of them are the Parkinsonian tremor (PT) and dyskinesia (DS).•Essential Tremor (ET) is a monosymptomatic disorder, usually confused with PT.•Five machine learning algorithms were used for distinguishing the three disorders.•Decision Tree and Random Forest performed best in the data set used.
MoreTranslated text
Key words
Dyskinesia,Essential Tremor,Parkinsonian tremor,Classification,Parkinson’s disease
AI Read Science
Must-Reading Tree
Example
![](https://originalfileserver.aminer.cn/sys/aminer/pubs/mrt_preview.jpeg)
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined