Diagnostics of the Arterial Hypertension by Means of the Discriminant Analysis Analysis of the Heart Rate Variability Signals Features Combinations

被引：5

作者：

Kublanov, Vladimir ^{[1
]}

Dolganov, Anton ^{[1
]}

Kazakov, Yan ^{[2
]}

机构：

[1] Ural Fed Univ, Res Med & Biol Engn Ctr High Technol, Mira 19, Ekaterinburg 620002, Russia

[2] Ural State Med Univ, Repina 3, Ekaterinburg 620028, Russia

来源：

PROCEEDINGS OF THE 10TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES, VOL 4: BIOSIGNALS | 2017年

关键词：

Heart Rate Variability; Arterial Hypertension; Classification; Discriminant Analysis; SYSTEM;

D O I：

10.5220/0006107902910298

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

The paper presents investigation of the diagnostic possibilities of the arterial hypertension using linear and quadratic combinations of the heart rate variability signals features. For this study, two groups were considered: healthy volunteers and patients suffering from the arterial hypertension of the II-III degree. For the study, features of statistical, geometric, spectral, nonlinear and multifractal methods were investigated. Results of the analysis have shown that among studied combinations four feature sets (heart rate, features of the VLF frequency band and LF/HF ratio) have the highest classification accuracy - 93%.

引用

页码：291 / 298

页数：8

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