A new approach for TU complex characterization

被引:68
作者
Vila, JA [1 ]
Gang, Y
Presedo, JMR
Fernández-Delgado, M
Barro, S
Malik, M
机构
[1] Univ Santiago de Compostela, Dept Elect & Comp Sci, Santiago De Compostela 15706, Spain
[2] St George Hosp, Sch Med, Dept Cardiol Sci, London SW17, England
关键词
electrocardiography; signal modeling; signal processing; T-wave detection;
D O I
10.1109/10.844227
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In this paper, we present a new TU complex detection and characterization algorithm that consists of two stages; the first is a mathematical modeling of the electrocardiographic segment after QRS complex; the second uses classic threshold comparison techniques, over the signal and its first and second derivatives, to determine the significant points of each wave. Later, both T and U waves are morphologically classified. Amongst the principal innovations of this algorithm is the inclusion of U-wave characterization and a mathematical modeling stage, that avoids many of the problems of classic techniques when there is a ton signal-to-noise ratio or when wave morphology is atypical. The results of the algorithm validation with the recently appeared QT database are also shown, For T waves these results are better when compared to other existing algorithms. U-wave results cannot be contrasted with other algorithms as, to our know ledge, none are available, Examples showing the causes of principal discrepancies between our algorithm and the QT database annotations are also given, and some ways of attempting to improve and benefit from the proposed algorithm are suggested.
引用
收藏
页码:764 / 772
页数:9
相关论文
共 18 条
[1]  
ALGRA A, 1987, P COMP CARD 86, P117
[2]  
[Anonymous], INTRO OPTIMIZATION M
[3]  
BORTOLAN G, 1996, P COMPUTERS CARDIOLO, P665
[4]   CELLULAR BASIS FOR T WAVE OF ELECTROCARDIOGRAM [J].
COHEN, I ;
GILES, W ;
NOBLE, D .
NATURE, 1976, 262 (5570) :657-661
[5]   MONOPHASIC ACTION-POTENTIAL MAPPING IN HUMAN-SUBJECTS WITH NORMAL ELECTROCARDIOGRAMS - DIRECT EVIDENCE FOR THE GENESIS OF THE T-WAVE [J].
FRANZ, MR ;
BARGHEER, K ;
RAFFLENBEUL, W ;
HAVERICH, A ;
LICHTLEN, PR .
CIRCULATION, 1987, 75 (02) :379-386
[6]   DETECTION OF THE P-WAVE AND T-WAVES IN AN ECG [J].
GRITZALI, F ;
FRANGAKIS, G ;
PAPAKONSTANTINOU, G .
COMPUTERS AND BIOMEDICAL RESEARCH, 1989, 22 (01) :83-91
[7]   NEW ALGORITHM FOR QT INTERVAL-ANALYSIS IN 24-HOUR HOLTER ECG - PERFORMANCE AND APPLICATIONS [J].
LAGUNA, P ;
THAKOR, NV ;
CAMINAL, P ;
JANE, R ;
YOON, HR .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1990, 28 (01) :67-73
[8]   AUTOMATIC DETECTION OF WAVE BOUNDARIES IN MULTILEAD ECG SIGNALS - VALIDATION WITH THE CSE DATABASE [J].
LAGUNA, P ;
JANE, R ;
CAMINAL, P .
COMPUTERS AND BIOMEDICAL RESEARCH, 1994, 27 (01) :45-60
[9]  
LAGUNA P, 1997, P COMP CARD, P673
[10]  
MACLAUGHLIN NB, 1994, P COMPUTERS CARDIOLO, P221