Ischemia detection via ECG using ANFIS

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Volumn , Issue , 2008, Pages 1163-1166

  Gharaviri, Ali ^a   Teshnehlab, Mohammad ^a   Moghaddam, H A ^a  

^a K N TOOSI UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROCARDIOGRAPHY; INTENSIVE CARE UNITS;

ADAPTIVE NEURO-FUZZY; ANFIS CLASSIFIER; AUTOMATED DETECTION; CRITICAL CARE UNITS; DETECTION SENSITIVITY; RELIABLE DETECTION;

FUZZY INFERENCE;

ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; ELECTROCARDIOGRAPHY; EVALUATION STUDY; FUZZY LOGIC; HEART MUSCLE ISCHEMIA; HUMAN; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY; FUZZY LOGIC; HUMANS; MYOCARDIAL ISCHEMIA; NEURAL NETWORKS (COMPUTER); PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 61849153858     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4649368     Document Type: Conference Paper

References (19)

1. A. Cohen, Biomedical Signal Processing. Boca Raton, FL: CRC, 1988.
2. P. Coumel and O. Garfein, Electrocardiography: Past and Future, Ann.NY Acad. Sci., 1990, vol. 601.
3. J. Pan and W. J. Tompkins, "A real-time QRS detection algorithm," IEEE Trans. Biomed. Eng., vol. BME-32, 1985, pp. 230-236.
4. A. Taddei, G. Constantino, R. Silipo, M. Emdin, and C. Marchesi, "A system for the detection of ischemic episodes in ambulatory ECG," Comput. Cardiol. New York: IEEE Comput. Soc. Press, 1995, pp. 705-708.
5. O. Meste, H. Rix, P. Caminal, and N. Thakor, "Ventricular late potentials characterization in time-frequency domain by means of a wavelet transform," IEEE Trans. Biomed. Eng., vol. 41, 1994, pp. 625-634.
6. N. V. Thakor and Z. Yi-Sheng, "Applications of adaptive filtering to ECG analysis: Noise cancellation and arrhythmia detection," IEEE Trans. Biomed. Eng., vol. 38, 1991, pp. 785-794.
7. W. Philips, "Adaptive noise removal from biomedical signals using warped polynomials," IEEE Trans. Biomed. Eng., vol. 43, 1996, pp. 480-482.
8. W. Rey, J. D. Laird, and P. G. Hugenholtz, "P-wave detection by digital computer," Comput. Biomed. Res., vol. 4, 1971, pp. 509-522.
9. G. M. Friesen et al., "A comparison of the noise sensitivity of nine QRS detection algorithms," IEEE Trans. Biomed. Eng., vol. 37, 1990, pp. 85-98.
10. E. Skordalakis, "Recognition of the shape of the ST segment in ECG waveforms," IEEE Trans. Biomed. Eng., vol. BME-33, 1986, pp. 972-974.
11. P. Laguna, R. Jane, and P. Caminal, "Automatic detection of wave boundaries in multilead ECG signals: Validation with the CSE database," Comput. Biomed. Res., vol. 27, 1994, pp. 45-60.
12. A. Taddei, A.Biagini, G. Disante, M.Emdin, M.G.Mazzei, P. Pisani, N.Roggero, M. Varanini, R.G.Mark, G.B.Moody, L. Braaksma, C.Zeelenberg, C. Marchesi, "The European ST-T Database : Development, Distribution and Use", IEEE, 1991
13. R.M. Rangayyan, Biomedical Signal Analysis, IEEE Press, United States of America, 2002.
14. Li Shi, Cenyu Yang, Jinying Zhang, Hui Li, "Recognition of ST segment of electrocardiogram based on wavelet transform", Life Science Journal, 2007, pp. 90-93.
15. Jyh-shing Roger Jang, C.-T. Sun, E. Mizutani, Neuro-Fuzzy And Soft Computing, Prentice Hall International Editions, 1997
16. Sergios Theodoridis, Pattern Recognition second edition Academic Press An imprint Of Elsevier Science 2003, ISBN: 0-12-685875-6.
17. Jyh-Shing Roger Jang, ANFIS: Adaptive - Network - Based - Fuzzy - Interface System, Department of Electrical Engineering and Computer Science University of California Berkley, CA 94720, 1993.
18. American National Standard, "Testing and reporting performance results of cardiac rhythm and ST-segment measurement algorithms", ANSI/AAMI EC57, 1998.
19. Richard O. Duda, Peter E. Hart, David G. Stork, Pattern Classification, Second Edition, ISBN: 978-0-471-05669-0, Wiley Publication, 2000.