Analysis of a Dobutamine Stress Echocardiography Dataset Using Rough Sets
作者： Kenneth R. Revett
DOI: 10.1007/978-3-540-73451-2_79
关键词:
摘要: Stress echocardiography is an important functional diagnosis and prognostic tool that now routinely applied to evaluate the risk of cardiovascular artery disease (CAD). A complete dataset containing data on 558 subjects undergoing a prospective longitudinal study employed investigate what attributes correlate with final outcome. The was examined using rough sets, which resulted in series decision rules predict influence outcomes measured clinically recorded dataset. results indicate ECG attribute very informative. In addition, prehistory information has significant impact classification accuracy.
springer.com
sci-hub.st 参考文章(10)
William F. Armstrong, William A. Zoghbi, Stress echocardiography: current methodology and clinical applications. Journal of the American College of Cardiology. ,vol. 45, pp. 1739- 1747 ,(2005) , 10.1016/J.JACC.2004.12.078
Jan G. Bazan, Marcin Szczuka, The Rough Set Exploration System Transactions on Rough Sets III. ,vol. 3400, pp. 37- 56 ,(2005) , 10.1007/11427834_2
Andrzej Skowron, Sankar K. Pal, Rough-Fuzzy Hybridization: A New Trend in Decision Making Springer-Verlag New York, Inc.. ,(1999)
Jan Komorowski, Aleksander Øhrn, Modelling prognostic power of cardiac tests using rough sets. Artificial Intelligence in Medicine. ,vol. 15, pp. 167- 191 ,(1999) , 10.1016/S0933-3657(98)00051-7
Sébastien Bergeron, Graham S. Hillis, Eric N. Haugen, Jae K. Oh, Kent R. Bailey, Patricia A. Pellikka, Prognostic value of dobutamine stress echocardiography in patients with chronic kidney disease American Heart Journal. ,vol. 153, pp. 385- 391 ,(2007) , 10.1016/J.AHJ.2006.11.012
Janine Krivokapich, John S Child, Donald O Walter, Alan Garfinkel, Prognostic value of dobutamine stress echocardiography in predicting cardiac events in patients with known or suspected coronary artery disease Journal of the American College of Cardiology. ,vol. 33, pp. 708- 716 ,(1999) , 10.1016/S0735-1097(98)00632-9
Dominik Şlȩzak, Approximate entropy reducts Fundamenta Informaticae. ,vol. 53, pp. 365- 390 ,(2002)
Andrzej Skowron, James F. Peters, Transactions on Rough Sets III ,(2008)
Zdzisław Pawlak, Rough sets Communications of the ACM. ,vol. 38, pp. 88- 95 ,(1995) , 10.1145/219717.219791
K. Revett, F. Gorunescu, M. Gorunescu, E. El-Darzi, M. Ene, A Breast Cancer Diagnosis System: A Combined Approach Using Rough Sets and Probabilistic Neural Networks conference on computer as a tool. ,vol. 2, pp. 1124- 1127 ,(2005) , 10.1109/EURCON.2005.1630149