Forecasting of Ventricular Tachyarrhythmia based on Multi-scale Entropy of Short-term Heart Rate Variability

被引：2

作者：

Liu Qing ^{[1
]}

Dong Hong-sheng ^{[1
]}

Ma Yin-yuan ^{[2
]}

机构：

[1] Lanzhou Inst Technol, Dept Elect Engn, Lanzhou, Gansu, Peoples R China

[2] Lanzhou Jiaotong Univ, Mechatron T&R Inst, Lanzhou, Gansu, Peoples R China

来源：

PROCEEDINGS OF 2019 4TH INTERNATIONAL CONFERENCE ON BIOMEDICAL SIGNAL AND IMAGE PROCESSING (ICBIP 2019) | 2019年

关键词：

Ventricular tachyarrhythmia; Heart rate variability; Weighted integrated multi-scale entropy(WIMSE); Complexity; IMPLANTABLE CARDIOVERTER-DEFIBRILLATORS; TACHYCARDIA; ONSET; TIME; FIBRILLATION; ARRHYTHMIAS; PREDICTION; POWER;

D O I：

10.1145/3354031.3354048

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

The weighted integrated multi-scale entropy(WIMSE) is analyzed for the 135 about ten minutes RR interval series preceding the onset of ventricular tachycardia and ventricular fibrillation(called VT/VF series),and the change of WIMSE is discussed for the data samples of significant increase of heart rate (called SI_HR group) and no significant change of heart rate (called nSI_HR group) preceding the onset of VT/VF events. Results show that the WIMSE of VT/VF series has significantly reduction compared with normal sinus rhythm (scale:1-30, p<0.05),and the reduction of WIMSE is more significant for the VT/VF series of SI_HR group, the extracted complexity index (scale:1-10,p<10-6). Therefore the WIMSE may be an effective nonlinear predictive parameters for forecasting VT/VF events.

引用

页码：24 / 29

页数：6

共 28 条

[21] An advanced detrending method with application to HRV analysis [J].

Tarvainen, MP ;

Ranta-aho, PO ;

Karjalainen, PA .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2002, 49 (02) :172-175

[22] Short-term forecasting of life-threatening cardiac arrhythmias based on symbolic dynamics and finite-time growth rates [J].

Wessel, N ;

Ziehmann, C ;

Kurths, J ;

Meyerfeldt, U ;

Schirdewan, A ;

Voss, A .

PHYSICAL REVIEW E, 2000, 61 (01) :733-739

[23]

Wessel N., 2000, Herzschrittmachertherapie Elektrophysiologie, V11, P159, DOI [10.1007/s003990070035, DOI 10.1007/S003990070035]

[24] Analysis of complex time series using refined composite multiscale entropy [J].

Wu, Shuen-De ;

Wu, Chiu-Wen ;

Lin, Shiou-Gwo ;

Lee, Kung-Yen ;

Peng, Chung-Kang .

PHYSICS LETTERS A, 2014, 378 (20) :1369-1374

[25]

ZENG peng, 2015, THESIS

[26]

[张佃中 ZHANG Dianzhong], 2008, [计算物理, Chinese Journal of Computational Physics], V25, P499

[27]

Zhang Hongxuan, 2001, BEIJING BIOMEDICAL E, V20, P290

[28] Nonlinear short-term heart rate variability prediction of spontaneous ventricular tachyarrhythmia [J].

Zhuang JianJun ;

Ning XinBao ;

Du SiDan ;

Wang ZhenZhou ;

Huo ChengYu ;

Yang Xi ;

Fan AiHua .

CHINESE SCIENCE BULLETIN, 2008, 53 (16) :2446-2453

← 1 2 3 →