Shape-based matching of ECG recordings

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 2012-2018

  Syeda Mahmood, Tanveer ^a   Beymer, David ^a   Wang, Fei ^a  

^a IBM ALMADEN RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOVASCULAR SYSTEM; DIAGNOSTIC PRODUCTS; DISEASES; WAVEFORM ANALYSIS;

CARDIOVASCULAR DISEASES; DIAGNOSTIC AID; SHAPE-BASED MATCHING;

ELECTROCARDIOGRAPHY;

ALGORITHM; ARTICLE; AUDIOVISUAL EQUIPMENT; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; CARDIOVASCULAR DISEASE; COMPUTER SIMULATION; ELECTROCARDIOGRAPHY; ELECTROPHYSIOLOGY; EQUIPMENT; EQUIPMENT DESIGN; HEART; HISTOLOGY; HUMAN; METHODOLOGY; PHYSIOLOGY; SIGNAL PROCESSING; STATISTICAL ANALYSIS; STATISTICAL MODEL; TELEMEDICINE;

ALGORITHMS; CARDIOVASCULAR DISEASES; COMPUTER SIMULATION; DATA INTERPRETATION, STATISTICAL; ELECTROCARDIOGRAPHY; ELECTROPHYSIOLOGY; EQUIPMENT DESIGN; HEART; HUMANS; MODELS, ANATOMIC; MODELS, CARDIOVASCULAR; MODELS, STATISTICAL; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; TELEMEDICINE;

EID: 57649165409     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4352714     Document Type: Conference Paper

References (18)

1. Ecg wave-maven: Harvard electrocardiogram datasets. http://ecg.bidmc. harvard.edu/maven/mavenmain.asp.
2. The Framingham Heart Study, Online Bibliography. http://www. framinghamheartstudy.org/Publications.asp.
3. C. Alexakis, H. Nyongesa, R. Saatchi, N. Harris, C. Davies, C. Emery, R. Ireland, and S. Heller. Feature extraction and classification of electrocardiogram (ecg) signals related to hypoglycaemia. Computers in Cardiology, pages 537-540, 2003.
4. F. Badilini, T. Erdem, W. Zareba, and A. J. Moss. ECGScan: a method for conversion of paper electrocardiographic printouts to digital electrocardiographic files. Journal of Electrocardiology, 38:310-318, 2005.
5. H. Bhullar, D. deBono, J. Forthergill, and N. Jones. A computer based system for the study of QT intervals. Computers in Cardiology, pages 533-536, 1992.
6. P. J. Burt and E. H. Adelson. The laplacian pyramid as a compact image code. IEEE Transactions on Communications, COM-31,4:532-540, 1983.
7. D. Davis. Quick and Accurate 12-Lead ECG Interpretation. Lippin-cott, Williams, and Wilkins, 2005.
8. P. de Chazal, B. G. Celler, and R. B. Reilly. Using wavelet coefficients for the classification of the electrocardiogram. Proc IEEE. Conf on Engineering in Medicine and Biology Society, 1:64-67, 2000.
9. L. Gargasas, R. Ruseckas, and R. Jurkoniene. An expert system for diagnosis of coronary heart disease (chd) with analysis of multicar-diosignals. Medical & Biological Engineering Computing, pages 734-735, 1999.
10. B. Huang and W. Kinsner. Ecg frame classification using dynamic time warping. Proc. IEEE Canadian Conf. on Elec. and Comp. Engineering, 2:1105 - 1110, 2002.
11. N. Izeboudjen and A. Farah. A new neural network system for arrhythmia's classification. In Neural Computation, pages 208-212, 1998.
12. T. Kao, L.-J. Hwang, Y.-H. Lin, T.-H. Lin, and C.-H. Hsiao. Computer analysis of the electrocardiograms for ECG paper recordings. Proc IEEE. Conf. on Engineering in Medicine and Biology Society, pages 3232-3234, 2001.
13. W. Lawson, G. Wagner, R. Startt-Selvester, and G. Ybarra. New method for digitization and computerized analysis of paper recordings of standard 12-lead electrocardiograms. Computers in Cardiology, pages 41-44, 1995.
14. S. M. Lobodzinski, U. Teppner, and M. Laks. State of the art techniques for the preservation and reuse of hard copy electrocardiograms. Journal of Electrocardiology, 36:151-155, 2003.
15. S. Mitra, M. Mitra, and B. Chaudhuri. Generation of digital time database from paper ECG records and fourier transform-based analysis for disease identification. Computers in Biology and Medicine, 34:551-560, 2004.
16. E. Morales, D. Sevilla, J. Pierluissi, and H. Nazeran. Digitization and synchronization method for electrocardiogram printouts. Proc IEEE. Conf. on Engineering in Medicine and Biology Society, pages 1588-1591, 2005.
17. V. Tuzcu and S. Nas. Dynamic time warping as a novel tool in pattern recognition of ecg changes in heart rhythm disturbances. IEEE Intl. Conference on Systems, Man and Cybernetics, 1:182-186, 2005.
18. L. E. Widman and L. S. Hines. Digitization of electrocardiograms by desktop optical scanner. Journal of Electrocardiology, 24(4):325-338, 1991.