Discrimination of ischemia and normal sinus rhythm for cardiac signals using a modified k means clustering algorithm

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

Volumn , Issue , 2007, Pages 3856-3859

  Shrivastav, Maneesh ^a,b,c,d   Iaizzo, Paul ^b  

^a IEEE

^b MEDTRONIC INC   (United States)

^c UNIVERSITY OF MINNESOTA MEDICAL SCHOOL   (United States)

^d MMC 107 ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIAC SIGNALS; CORONARY HEART DISEASES; ENGINEERED CELL TRANSFECTION; MYOCARDIAL INFARCTION;

CARDIOLOGY; CLUSTERING ALGORITHMS; DISEASES; FREQUENCY DOMAIN ANALYSIS; SIGNAL PROCESSING;

MEDICAL PROBLEMS;

ALGORITHM; ANIMAL; ARTICLE; BIOLOGICAL MODEL; DISEASE MODEL; HEART MUSCLE CONDUCTION SYSTEM; HEART MUSCLE ISCHEMIA; HUMAN; PATHOPHYSIOLOGY; SIGNAL PROCESSING; SWINE; UNITED STATES;

ALGORITHMS; ANIMALS; DISEASE MODELS, ANIMAL; HEART CONDUCTION SYSTEM; HUMANS; MODELS, CARDIOVASCULAR; MYOCARDIAL ISCHEMIA; SIGNAL PROCESSING, COMPUTER-ASSISTED; SWINE; UNITED STATES;

EID: 57649222577     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4353174     Document Type: Conference Paper

References (12)

1. Rosamond, W. and e. al, Heart disease and stroke statistics-2007 update. Circ Res, 2006. 115: p. 69-171.
2. Amado, L.C., et al., Multimodality noninvasive imaging demonstrates in vivo cardiac regeneration after mesenchymal stem cell therapy. J Am Coll Cardiol, 2006. 48(10): p. 2116-24.
3. Synthetic high density lipoproteins for the treatment of myocardial ischemia/reperfusion injury. Pharmacol Ther, 2006. 111(3): p. 836-54.
4. Christman, K.L. and R.J. Lee, Biomaterials for the treatment of myocardial infarction. J Am Coll Cardiol, 2006. 48(5): p. 907-13.
5. Leor, J., et al., Ex vivo activated human macrophages improve healing, remodeling, and function of the infarcted heart. Circulation, 2006. 114(1 Suppl): p. 194-100.
6. Shrivastav, M. and P.A. Iaizzo, Following the beat of the cardiac action potential. IEEE Potentials, 2007. 26(3): p. 19-25.
7. Shrivastav, M. and P.A. Iaizzo, In vivo cardiac monophasic action potential recording using electromyogram needles. Proceedings of the IEEE Biomedical Circuits and Systems Conference. London, United Kingdom., 2006.
8. Eucker, S.A., Phase plane analysis of left ventricular hemodynamics. J Appl Physiol, 2001. 90: p. 2238-2244.
9. Atar, S., A. Barbagelata, and Y. Birnbaum, Electrocardiographic markers of reperfusion in ST-elevation myocardial infarction. Cardiol Clin, 2006. 24(3): p. 367-76.
10. Mor-Avi, V. and S. Akselrod, Spectral analysis of canine epicardial electrogram. Short-term variations in the frequency content induced by myocardial ischemia. Circ Res, 1990. 66(6): p. 1681-91.
11. Hosoya, Y., et al., Spectral analysis of epicardial 60-lead electrograms in dogs with 4-week-old myocardial infarction. J Electrocardiol, 2001. 34(1): p. 15-24.
12. MacLeod, R.S., et al, Mechanisms of ischemia-induced ST-segment changes. J Electrocardiol, 2005. 38(4 Suppl): p. 8-13.