A method for detection of atrial fibrillation using RR intervals

被引：52

作者：

Tateno, K ^{[1
]}

Glass, L ^{[1
]}

机构：

[1] McGill Univ, Dept Physiol, Montreal, PQ, Canada

来源：

COMPUTERS IN CARDIOLOGY 2000, VOL 27 | 2000年 / 27卷

关键词：

D O I：

10.1109/CIC.2000.898539

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

This work describes a method for automatic detection of atrial fibrillation (AF) based on RR intervals. We define Delta RR to be the difference between successive RR intervals. The standard density, histograms of RR and Delta RR intervals are determined from data in the MIT-BIH atrial fibrillation/flutter database. The present method estimates the similarity between the standard density histograms and a test density histogram by the Kolmogorov-Smirnov (KS) test. The algorithm returns significance (p) of difference between given histograms. If the p value is smaller than a value (P-c), the test density histogram is significantly different from the standard density histogram. If the rest density histogram is not significantly different from the standard density histogram, we say the data is AE Using the standard density histogram of Delta RR with P-c = 0.01, the average sensitivity is 93.2% and the average specificity is 96.7%.

引用

页码：391 / 394

页数：4

共 13 条

[1]

Andresen D, 1998, J CARDIOVASC ELECTR, V9, pS26

[2]

ARTIS SG, 1992, COMPUT CARDIOL, P173

[3] CARDIAC ARRHYTHMIA CLASSIFICATION - A HEART-BEAT INTERVAL-MARKOV CHAIN APPROACH [J].

GERSCH, W ;

EDDY, DM ;

DONG, E .

COMPUTERS AND BIOMEDICAL RESEARCH, 1970, 3 (04) :385-&

[4]

Goldstein R E, 1967, Comput Biomed Res, V1, P146, DOI 10.1016/0010-4809(67)90013-4

[5] Atrial premature beats preceding episodes of paroxysmal atrial fibrillation: Factorial analysis of a prediction system [J].

Hnatkova, K ;

Murgatroyd, FD ;

Guo, XH ;

Camm, AJ ;

Malik, M .

PACE-PACING AND CLINICAL ELECTROPHYSIOLOGY, 1997, 20 (08) :2003-2007

[6]

Hulley SB, 1988, DESIGNING CLIN RES

[7]

Meijler Frits L., 1997, P109

[8]

Moody G. B., 1983, Computers in Cardiology 10th Annual Meeting (IEEE Cat. No. 83CH1927-3), P227

[9] IDENTIFICATION OF ATRIAL-FIBRILLATION EPISODES IN AMBULATORY ELECTROCARDIOGRAPHIC RECORDINGS - VALIDATION OF A METHOD FOR OBTAINING LABELED R-R INTERVAL FILES [J].

MURGATROYD, FD ;

XIE, BY ;

COPIE, X ;

BLANKOFF, I ;

CAMM, AJ ;

MALIK, M .

PACE-PACING AND CLINICAL ELECTROPHYSIOLOGY, 1995, 18 (06) :1315-1320

[10]

PINCIROLI F, 1993, COMPUT CARDIOL, P503

← 1 2 →