Automatic detection of conduction block based on time-frequency analysis of unipolar electrograms

被引:26
作者
Evans, FG
Rogers, JM
Smith, WM
Ideker, RE
机构
[1] Univ Alabama, Div Cardiovasc Dis, Cardiac Rhythm Management Lab, Dept Med,Dept Physiol & Biophys, Birmingham, AL 35294 USA
[2] Univ Alabama, Dept Biomed Engn, Birmingham, AL 35294 USA
关键词
functional conduction block; double potential; short time Fourier transform (STFT); ventricular fibrillation (VF);
D O I
10.1109/10.784140
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
It is commonly thought that lethal tachyarrhythmias, such as ventricular fibrillation (VF), are perpetuated by functional reentry, which occurs when an activation wave blocks and rotates around tissue that is excitable (i.e., functional block), Electrograms recorded near these regions typically contain two sequential deflections representing activation on either side of the block. By detecting these "double potentials," we hypothesize that functional block can be detected by a single electrode, Methods: Unipolar electrograms were recorded from a 24 x 21 mapping array on the intact ventricular epicardium of five pigs during electrically-induced VF, The short time Fourier Transform (STFT) of each electrogram was analyzed to identify double potentials, To evaluate the performance of the STFT algorithm, conduction block was located in activation maps using a minimum conduction velocity criterion (10 cm/s) and then compared to the results of the STFT algorithm, Results: The STFT algorithm detected conduction block with a sensitivity of 0.74 +/- 0.12 and a specificity of 0.99 +/- 0.00. Conclusion: We have developed an automated algorithm that can detect functional block during VF from a single electrode recording, Possible applications include fast, objective identification of block in mapping data and realtime localization of reentrant substrates using mapping catheters.
引用
收藏
页码:1090 / 1097
页数:8
相关论文
共 22 条
[1]  
BERBARI EJ, 1991, J ELECTROCARDIOL S, V24, P16
[2]   AN AUTOMATED TECHNIQUE FOR IDENTIFICATION AND ANALYSIS OF ACTIVATION FRONTS IN A 2-DIMENSIONAL ELECTROGRAM ARRAY [J].
BOLLACKER, KD ;
SIMPSON, EV ;
HILLSLEY, RE ;
BLANCHARD, SM ;
GERSTLE, RJ ;
WALCOTT, GP ;
CALLIHAN, RL ;
KING, MC ;
SMITH, WM ;
IDEKER, RE .
COMPUTERS AND BIOMEDICAL RESEARCH, 1994, 27 (03) :229-244
[3]  
CHATTIPAKORN N, 1995, P 17 ANN INT C IEEE
[4]   TIME FREQUENCY-DISTRIBUTIONS - A REVIEW [J].
COHEN, L .
PROCEEDINGS OF THE IEEE, 1989, 77 (07) :941-981
[5]   VALIDATION OF DOUBLE-SPIKE ELECTROGRAMS AS MARKERS OF CONDUCTION DELAY OR BLOCK IN ATRIAL-FLUTTER [J].
COSIO, FG ;
ARRIBAS, F ;
BARBERO, JM ;
KALLMEYER, C ;
GOICOLEA, A .
AMERICAN JOURNAL OF CARDIOLOGY, 1988, 61 (10) :775-780
[6]   Fractionated electrograms in dilated cardiomyopathy: Origin and relation to abnormal conduction [J].
deBakker, JMT ;
vanCapelle, FJL ;
Janse, MJ ;
Tasseron, S ;
Vermeulen, JT ;
deJonge, N ;
Lahpor, JR .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1996, 27 (05) :1071-1078
[7]  
ELSHERIF N, 1995, CARDIAC ELECTROPHYSI, P567
[8]  
HARRIS FJ, 1978, P IEEE, V66, P51, DOI 10.1109/PROC.1978.10837
[9]   ALTERATION OF VENTRICULAR-FIBRILLATION BY PROPRANOLOL AND ISOPROTERENOL DETECTED BY EPICARDIAL MAPPING WITH 506 ELECTRODES [J].
HILLSLEY, RE ;
BOLLACKER, KD ;
SIMPSON, EV ;
ROLLINS, DL ;
YARGER, MD ;
WOLF, PD ;
SMITH, WM ;
IDEKER, RE .
JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY, 1995, 6 (06) :471-485
[10]   CELLULAR MECHANISMS FOR CARDIAC-ARRHYTHMIAS [J].
HOFFMAN, BF ;
ROSEN, MR .
CIRCULATION RESEARCH, 1981, 49 (01) :1-15