Electrocardiogram signal preprocessing for automatic detection of QRS boundaries

被引:54
作者
Daskalov, IK [1 ]
Christov, II [1 ]
机构
[1] Bulgarian Acad Sci, Ctr Biomed Engn, BU-1113 Sofia, Bulgaria
关键词
subtraction filter; signal approximation; QRS boundaries detection;
D O I
10.1016/S1350-4533(99)00016-8
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Automatic detection of QRS onset and offset points with reasonable accuracy has been a difficult task, approached since the first attempts at computerised electrocardiogram interpretation. The problem is additionally complicated by the usual presence of power-line interference, electromyogram artefacts and baseline fluctuation in the original signal, especially in multiphase complexes with small q, r, r', or s' waves. We propose a preprocessing method guaranteeing accurate preservation of the QRS boundaries, even in the existence of strong power-line or electromyogram noise. Examples of detection of QRS onset and offset points and a comparison with observer markings are presented for the assessment of preprocessing efficiency and detection consistency. (C) 1999 IPEM. Published by Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:37 / 44
页数:8
相关论文
共 35 条
[1]   REPRODUCIBILITY OF THE SIGNAL-AVERAGED ELECTROCARDIOGRAM USING INDIVIDUAL LEAD ANALYSIS [J].
AGANAUSKIENE, J ;
SORNMO, L ;
ATARIUS, R ;
BLOMSTROMLUNDQVIST, C .
EUROPEAN HEART JOURNAL, 1995, 16 (09) :1244-1254
[2]   ERRORS IN THE VISUAL DETERMINATION OF CORRECTED QT (QTC) INTERVAL DURING ACUTE MYOCARDIAL-INFARCTION [J].
AHNVE, S .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1985, 5 (03) :699-702
[3]   Interrater agreement in the measurement of QRS interval in tricyclic antidepressant overdose: Implications for monitoring and research [J].
Buckley, NA ;
OConnell, DL ;
Whyte, IM ;
Dawson, AH .
ANNALS OF EMERGENCY MEDICINE, 1996, 28 (05) :515-519
[4]   NEW APPROACH TO THE DIGITAL ELIMINATION OF 50 HZ INTERFERENCE FROM THE ELECTROCARDIOGRAM [J].
CHRISTOV, II ;
DOTSINSKY, IA .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1988, 26 (04) :431-434
[5]   Developments in ECG acquisition, preprocessing, parameter measurement, and recording [J].
Daskalov, IK ;
Dotsinsky, IA ;
Christov, II .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1998, 17 (02) :50-58
[6]  
DASKALOV IK, 1997, 4 EUR C ENG MED INT, P7
[7]  
DASKALOV IK, 1988, ADV BIOMEDICAL MEASU, P3
[8]  
Del Greco M, 1996, G Ital Cardiol, V26, P73
[9]  
DOTSINSKY I, 1997, P 42 INT S C ILM TU, P99
[10]   Accuracy of 50 Hz interference subtraction from an electrocardiogram [J].
Dotsinsky, IA ;
Daskalov, IK .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1996, 34 (06) :489-494