A fast and accurate method for arrhythmia detection

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 1897-1900

  Tavakoli, Vahid ^a   Sahba, Nima ^b   Hajebi, Nima ^c  

^a University of Louisville   (United States)

^b ISLAMIC AZAD UNIVERSITY   (Iran)

^c SHAHED UNIVERSITY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

DIAGNOSIS; DISEASES; ELECTROCARDIOGRAPHY; ELECTROPHYSIOLOGY; FUNCTIONS;

ARRHYTHMIA DETECTION; BASIS FUNCTIONS; ECG MODEL; ECG SIGNALS; FINITE RATE OF INNOVATIONS (FRI); HERMITE; MULTI STAGE; NONUNIFORM SAMPLING;

BIOMEDICAL SIGNAL PROCESSING;

EID: 77951002921     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5333032     Document Type: Conference Paper

References (13)

1. G. Moody, The MIT-BIH Arrhythmia Database CD-ROM (third edition). May 1997.
2. P. S. Hamilton and W. J. Tompkins, "Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database," IEEE Trans. Biomed. Eng., vol.33, pp. 1157-1165, 1986.
3. H. A. Giivenir, I. Sirin, " Classification by Feature Partitioning," Machine Learning; vol.23, pp. 47-67, l998.
4. A. K. Spackman, "Learning Categorical Decision Criteria," in Biomedical Domains, In Proceedings of the Fifth International Conference on Machine Learning, University of Michigan, Ann Arbor, 1988.
5. M.S. Nambakhsh, Vahid Tavakoli, Nima Sahba, "FPGA-Core Defibrillator using Wavelet-Fuzzy ECG Arrhythmia Classification", 30th Annual International IEEE EMBS Conference, Vancouver, Canada, 20-25 Aug. 2008, pp. 2673-2676
6. S. Karimifard, A. Ahmadian, "Morphological Heart Arrhythmia Detection Using Hermitian Basis Function and KNN Classifier," In Proceedings of EMBS, 2006.
7. A. Ahmadian, S. Karimifard, " Morphological Heart Arrhythmia Classification Using Hermitian Model of Higher-Order statistic," In Proceedings of EMBS, 2007; In press.
8. A. Ahmadian, S. Karimifard, " An Efficient Piecewise Modeling Of ECG Signals Based On Hermitian Basis Functions," In Proceedings of EMBS, 2007, In press.
9. V. X. Afono and W. J. Becker, "Detecting ventricular fibrillation, "Selecting the appropriate time frequency analysis tool for the application" Inst. Elect. Eng., pp. 152-159, 1995.
10. W. J. Tompkin, "biomedical digital signal processing," prentice hall, Engel Wood Cliff,Newjersey, 1993.
11. L. Sornmo et al, "a method for evaluation of QRS shape feature using mathematical models for ECG," IEEE trans. BME, vol.23, pp. 36-45, 2003.
12. M. Vetterli, P. Marziliano and T. Blu, Sampling signals with finite rate of innovation. IEEE Transactions on Signal Processing, vol.50, no.6, 1417-1428, 2002.
13. M. Vetterli, P. Marziliano and T. Blu, Sampling discrtete-time piecewise bandlimited signals. Sampling Theory and Applications Workshop, May 2001, 97-102, Orlando, USA.