Classification enhancible grey relational analysis for cardiac arrhythmias discrimination

Medical and Biological Engineering and Computing

Volumn 44, Issue 4, 2006, Pages 311-320

  Lin, Chia Hung ^a  

^a KAO YUAN UNIVERSITY   (Taiwan)

Author keywords

Cardiac arrhythmia; Electrocardiogram; Gaussian wavelet; Grey relational analysis

Indexed keywords

DATABASE SYSTEMS; FEATURE EXTRACTION; PATTERN RECOGNITION; SIGNAL DETECTION;

CARDIAC ARRHYTHMIA; GAUSSIAN WAVELET; GREY RELATIONAL ANALYSIS; HEARTBEAT RECOGNITION;

ELECTROCARDIOGRAPHY;

ADULT; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; CLINICAL ARTICLE; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; ELECTROCARDIOGRAM; EXTRASYSTOLE; FEMALE; HEART ARRHYTHMIA; HEART BEAT; HEART BUNDLE BRANCH BLOCK; HEART SUPRAVENTRICULAR ARRHYTHMIA; HEART VENTRICLE EXTRASYSTOLE; HUMAN; IMAGE PROCESSING; INTERMETHOD COMPARISON; MALE; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; NON INVASIVE MEASUREMENT; NORMAL DISTRIBUTION; PATTERN RECOGNITION; SIGNAL DETECTION;

ARRHYTHMIA; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY, AMBULATORY; HEART RATE; IMAGE INTERPRETATION, COMPUTER-ASSISTED; SENSITIVITY AND SPECIFICITY;

EID: 33745467727     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-006-0027-3     Document Type: Article

References (16)

1. Acharya UR, Kumar A, Bhat PS, Lim CM, Lyengar SS (2004) Classification of cardiac abnormalities using heart rate signals. Med Biol Eng Comput 42(3):288-293
2. Chang W-C (2000) A comprehensive study of grey relational generating. J Chinese Grey Assoc 1:53-62
3. de Chazal P, O'Dwyer M, Reilly RB (2004) Automatic classification of heartbeats using ECG morphology and heartbeat interval features. IEEE Trans Biomed Eng 51(7):1196-1206
4. Dickhaus H, Heinrich H (1996) Classifying biosignals with wavelet networks - A method for noninvasive diagnosis. IEEE Eng Med Biol September/October:103-111
5. Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PCh, Mark RG, Mietus JE, Moody GB, Peng CK, Stanley HE (2000) PhysioBank, Physio Toolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation 101(23):e215-e220 [Circulation electronic Pages; http://www.circ/cgi/content/full/101/23/e215]; (June 13)
6. Hu Y-H, Palreddy S, Tompkins W (1997) A patient adaptable ECG beat classifier using a maxture of experts approach. IEEE Trans Biomed Eng 44:891-900
7. Huang Y-C, Huang C-M (2002) Evolving wavelet network for power transformer condition monitoring. IEEE Trans Power Delivery 17(2):412-416
8. Lin W-M, Lin C-H, Tasy M-X (2005) Transformer-fault diagnosis by integrating field data and standard codes with training enhancible adaptive probabilistic network. IEE Proc Gener Transm Distrib 152(3):335-341
9. Luo G, Osypiw D, Irle M (2000) Application of time-scale Gaussian wavelet based fast algorithm for vibration transients detection. IEE Semin Time-Scale Time-Freq Anal Appl 29 February:pP 16/1-16/7
10. Minami K, Nakajima H, Toyoshima T (1999) Real-time discrimination of ventricular tachyarrhythmia with Fourier-transform neural network. IEEE Trans Biomed Eng 46(2):179-185
11. Osowski S, Linh TH (2001) ECG beat recognition using fuzzy hybrid neural network. IEEE Trans Biomed Eng 48(11):1265-1271
12. Qin S, Ji Z, Zhu H (2003) The ECG recording analysis instrumentation based on virtual instrument technology and continuous wavelet transform. In: Proceedings of the 25th annual international conference of the IEEE EMBS Cancun, Mexico, 17-21 September 2003, pp 3176-3179
13. Seng TL, Khalid M, Tusof R (2002) Adaptive GRNN for the modeling of dynamic plants. In: Proceedings of the 2002 IEEE international symposium on intelligent control, Vancouver, Canada, 27-30 October 2002, pp 217-222
14. Silipo R, Marchesi C (1998) Artificial neural networks for automatic ECG analysis. IEEE Trans Signal Process 46(5):1417-1425
15. Wang Y, Zhu Y-S, Thakor NV, Xu Y-H (2001) A short-time multifractal approach for arrhythmias detection based on fuzzy neural network. IEEE Trans Biomed Eng 48(9):989-995
16. Wu JH, Chen C-B (1999) An alternative form for grey relational grades. J Grey Syst 1:7-12