Decision Making Algorithm through LVQ Neural Network for ECG Arrhythmias

IFMBE Proceedings

Volumn 23, Issue , 2009, Pages 85-88

  Padma, T ^a   Latha, Madhavi ^b   Jayakumar, K ^a  

^a GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY   (India)

^b JNTUH COLLEGE OF ENGINEERING   (India)

Author keywords

Arrhythmia; ECG; Euclidean distance; LVQ Neural Network; Supervised learning

Indexed keywords

ARRHYTHMIA; ARTIFICIAL NEURAL NETWORK METHODS; DECISION-MAKING ALGORITHMS; EUCLIDEAN DISTANCE; LEARNING VECTOR QUANTIZATION; LVQ NEURAL NETWORK; MYOCARDIAL INFRACTION; NEURAL NETWORK MODEL;

BIOMEDICAL ENGINEERING; COMPLEX NETWORKS; DECISION SUPPORT SYSTEMS; NEURAL NETWORKS; PATTERN RECOGNITION; SUPERVISED LEARNING; VECTOR QUANTIZATION;

ELECTROCARDIOGRAPHY;

EID: 84891951444     PISSN: 16800737     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-92841-6_21     Document Type: Conference Paper

References (12)

1. Pan, J. and Tompkins, W. J. 1985 A real time QRS detection algorithm, IEEE trans. Biomed. Eng. BME-32 pp230-36.
2. Rosaria Silipo and Carlo Marchesi, "Artificial neural networks for automatic ECG analysis", IEEE Transactions on Signal Processing, Vol.46. No.5, May 1998.
3. Bronzino J. D., The Biomedical Engineering Hand book, Volume I, CRC Press LLC 2000
4. Sivanandam, S. N., Sumathi, S. and Deepa, S. N. Introduction to Neural Networks using-MATLAB 6.0, learning vector quantization, pp237-239, 2006, Tata McGraw-Hill.
5. Tompkins, W. J. Bio-Medical Digital signal processing, ECG QRS Detection, pp236-263. Prentice Hall India.
6. Kandhapur, R. S. Biomedical Engineering Hand book, Tata McGraw-Hill, pp 154-166
7. Patrons ES-401 ECG simulator user guide.
8. Medline plus Medical Encyclopedia: A service of US National Library of Medicine, www.nlm.nih.gov/medlineplus/ency/
9. Physiobank physiologic signal archives for Biomedical research, www.physionet.org/physiobank
10. Arrhythmia: a problem with your heart beat, www.familydoctor.org/ x1943.xml
11. Prediction of Ventricular Tachyarrhythmia in Electrocardiograph, www.szabist.edu.pk/ncet2004/Docs/Session%20V%20Paper%20No %201(P%2082-87).PDF
12. Supervised classification of ECG Using Neural Networks, www.univtlemcen.dz/manifest/CISTEMA2003/cistema2003/articles/ Articles%20-%20 GBM/GBM8.pdf