GRAMMATIC REPRESENTATION OF BEAT SEQUENCES FOR FUZZY ARRHYTHMIA DIAGNOSIS

被引:7
作者
BARRO, S
RUIZ, R
PRESEDO, J
MIRA, J
机构
[1] UNIV MURCIA, ESCUELA TECN SUPER INGN IND CARTAGENA, MURCIA, SPAIN
[2] UNIV NACL EDUC DISTANCIA, FAC FIS, DEPT INFORMAT & AUT, MADRID, SPAIN
来源
INTERNATIONAL JOURNAL OF BIO-MEDICAL COMPUTING | 1991年 / 27卷 / 3-4期
关键词
ARRHYTHMIA MONITORING; ECG ANALYSIS; FUZZY REASONING;
D O I
10.1016/0020-7101(91)90066-N
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The final stage of a system for automatic monitoring of cardiac arrhythmias is the diagnosis of the rhythm or arrhythmia present in the patient during the monitoring process. In this paper we approach the detection process by means of the analysis of the electrocardiographic signal (ECG) on a surface lead produced by those arrhythmias which can be recognized by identifying specific beat sequences and taking into account contextual information, mainly rhythm information. We have developed a diagnosis process for arrhythmias which uses a fuzzy classification of beats according to their etiology or focus of origin. The process we describe permits a more adequate consideration by the user of the arrhythmias diagnosed by the system, mainly in those cases in which the information derived from ECG analysis is not determinant.
引用
收藏
页码:245 / 259
页数:15
相关论文
共 28 条
[1]  
ADLASSNIG KP, 1985, METHOD INFORM MED, V24, P13
[2]  
ALGRA A, 1982, COMPUT CARDIOL, P49
[3]   MULTIMICROPROCESSOR SYSTEM FOR ONLINE MONITORING IN A CCU [J].
BARRO, S ;
RUIZ, R ;
MIRA, J .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1990, 28 (04) :339-349
[4]   ALGORITHMIC SEQUENTIAL DECISION-MAKING IN THE FREQUENCY-DOMAIN FOR LIFE THREATENING VENTRICULAR ARRHYTHMIAS AND IMITATIVE ARTIFACTS - A DIAGNOSTIC SYSTEM [J].
BARRO, S ;
RUIZ, R ;
CABELLO, D ;
MIRA, J .
JOURNAL OF BIOMEDICAL ENGINEERING, 1989, 11 (04) :320-328
[5]   FUZZY BEAT LABELING FOR INTELLIGENT ARRHYTHMIA MONITORING [J].
BARRO, S ;
RUIZ, R ;
MIRA, J .
COMPUTERS AND BIOMEDICAL RESEARCH, 1990, 23 (03) :240-258
[6]  
BARRO S, 1989, MED INTENSIVA, V13, P361
[7]  
Brekelmans F. E. M., 1980, Computers in Cardiology, P361
[8]  
CRUTS HE, 1985, IEEE FRONT ENG HLTH, P423
[9]  
Degani R., 1989, Artificial Intelligence in Medicine, V1, P87, DOI 10.1016/0933-3657(89)90020-1
[10]  
FOSTCR FK, 1982, COMPUT CARDIOL, P245