A Statistical Method for Exploratory Data Analysis Based on 2D and 3D Area under Curve Diagrams: Parkinson’s Disease Investigation

A Statistical Method for Exploratory Data Analysis Based on 2D and 3D Area under Curve Diagrams: Parkinson’s Disease Investigation

A statistical method for exploratory data analysis based on 2D and 3D area under curve (AUC) diagrams was developed. The method was designed to analyze electroencephalogram (EEG), electromyogram (EMG), and tremorogram data collected from patients with Parkinson’s disease. The idea of the method of w...

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Bibliographic Details
Main Authors: Olga Sergeevna Sushkova, Alexei Alexandrovich Morozov, Alexandra Vasilievna Gabova, Alexei Vyacheslavovich Karabanov, Sergey Nikolaevich Illarioshkin
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
electromyogram
EMG
exploratory data analysis
wave train electrical activity analysis method
wave trains
wavelets
Online Access:https://www.mdpi.com/1424-8220/21/14/4700

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