Computer aided diagnosis of cardiac arrhythmias

2006 International Conference on Computer Engineering and Systems, ICCES'06

Volumn , Issue , 2006, Pages 262-265

  Hadhoud, Marwa M A ^a   Eladawy, Mohamed I ^a   Farag, Ahmed ^a  

^a HELWAN UNIVERSITY   (Egypt)

Author keywords

[No Author keywords available]

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; ARGON; ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; CLASSIFICATION (OF INFORMATION); COMPUTER AIDED DIAGNOSIS; COMPUTER SYSTEMS; EXTRACTION; FEATURE EXTRACTION; FINANCIAL DATA PROCESSING; FOURIER TRANSFORMS; MATHEMATICAL TRANSFORMATIONS; NEURAL NETWORKS; SIGNAL PROCESSING;

ARTIFICIAL NEURAL NETWORKS (ANN); AUTOREGRESSIVE MODELING (AR); CARDIAC ARRHYTHMIAS; CARDIAC PATIENTS; COMPUTER ENGINEERING (CE); DIFFERENT TYPES; EARLY DETECTION; ELECTROCARDIOGRAM (ECG) SIGNALS; FOURIER; INTERNATIONAL CONFERENCES; PRINCIPAL COMPONENT ANALYSIS (PCA); TRAINING AND TESTING;

PRINCIPAL COMPONENT ANALYSIS;

EID: 46249128829     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCES.2006.320458     Document Type: Conference Paper

References (15)

1. "Statistics by Country for Arrhythmias", [Online], http://www.cureresearch.eom/a/arrhythmias/stats-country.htm, 2005.
2. The MIT-BIH Arrhythmia Database, 3rd ed., Harvard-MIT Division of Health Sciences and Technology, May 1997.
3. Dingfei Ge, Narayanan Srinivasan, and Shankar M. Krishnan. "Cardiac arrhythmia classification using autoregressive modeling", Biomed., [online], http://www.biomedical-engineering-online.com/content/1/1/5, Nov 2002.
4. S. W. Chen, "A Two-Stage Discrimination of Cardiac Arrhythmias Using a Total Least Squares-Based Prony Modeling Algorithm," IEEE Trans. Biomed. Eng., vol.47, no. 10, October 2000.
5. Xu-Sheng Zhang; Yi-Sheng Zhu; Thakor, N.V.: Zhi-Zhong Wang," Detecting ventricular tachycardia and fibrillation by complexity measure" IEEE Trans. Biomed. Eng., vol.46, pp. 548 - 555, May 1999.
6. K. Minami, H. Nakajima, and T. Toyoshima, "Real-time discrimination of ventricular tachyarrhythmia with Fourier-transform neural network" IEEE Trans. Biomed. Eng, vol.46, no.2, pp.179-185, February 1999.
7. Dubowik, K., "Automated Arrhythmia Analysis - An Expert System for an Intensive Care Unit," Master thesis, Department of Information Technology, Lund University, Lund, 1999.
8. M. I. Owis, A. B. M. Youssef, and Y. M. Kadah. "Characterisation of electrocardiogram signals based on blind source separation" IEEE Trans. Med. Biol. Eng. Comput., vol.40, pp. 557-564, 2002.
9. M. G. Tsipouras, D. I. Fotiadis and D. Sideris, "An arrhythmia classification system based on the RR-interval signal", Artificial Intelligence in Medicine, vol. 33, Issue 3, pp. 237-250, March 2005.
10. M. I. Owis, A. H. Abou-Zied, A. M. Youssef, and Y. M. Kadah, "Study of features based on nonlinear dynamical modeling in ECG arrhythmia detection and classification," IEEE Trans. Biomed. Eng., vol.49, No 7, pp.733-736, 2002.
11. Richard J. Povinelli, Felice M. Roberts, Kristina M. Ropella, Michael T. Johnson, "Are Nonlinear Ventricular Arrhythmia Characteristics Lost, As Signal Duration Decreases?" Computers in Cardiology, IEEE, September 2002.
12. Felice M. Roberts, Richard J. Povinelli, Kristina M. Ropella. "Rhythm Classification Using Reconstructed Phase Space of Signal Frequency Subbands," Computers in Cardiology, IEEE, 61-64, 2003.
13. Richard J. Povinelli, Michael T. Johnson, Andrew C. Lindgren, Jinjin Ye., "Time Series Classification using Gaussian Mixture Models of Reconstructed Phase Spaces," IEEE Transactions on Knowledge and Data Engineering, vol. 16, no. 6, June, 779-783, 2004.
14. "Terms Used in Time Series Analysis of Cardiovascular Data", [Online], http://www.cbi.dongnocchi.it/glossary/AR.html, 2000.
15. Jonathon Shlens, "A Tutorial on Principal Component Analysis", [online], www.snl.salk.edu/~shlens/pub/notes/pca.pdf, 2005.