Analysis of Predictive Models for Cardiovascular Heart Disease Diagnosis
Yanwei, X.; Wang, J.; Zhao, Z.; and Gao, Y. (2007). “Combination data mining models with new medical data to predict outcome of coronary heart disease”. Proceedings International Conference on Convergence Information Technology 2007, p 868 – 872.
Khemphila, A.; Boonjing, V. (2010). “Comparing performance of logistic regression, decision trees and neural networks for classifying heart disease patients”. Proceedings of International Conference on Computer Information System and Industrial Management Applications 2010, p 193 – 198.
Detrano, R.; Steinbrunn, W.; Pfisterer, M. (1987). “International application of a new probability algorithm for the diagnosis of coronary artery disease”. American Journal of Cardiology, Vol. 64, No. 3, 1987, p 304-310.
Yao, Z.; Lei, L.; Yin, J. (2005). “R-C4.5 Decision tree model and its applications to health care dataset”. Proceedings of International Conference on Services Systems and Services Management 2005, p 1099-1103.
Das, R.; Abdulkadir, S. (2008). “Effective diagnosis of heart disease through neural networks ensembles”. Elsevier, 2008.
Colombet, I.; Ruelland, A.; Chatellier, G.; Gueyffier, F. (2000). “Models to predict cardiovascular risk: comparison of CART, multilayer perceptron and logistic regression”. Proceedings of AMIA Symp 2000, p 156-160.
Avci, E.; Turkoglu, I. (2009). “An intelligent diagnosis system based on principle component analysis and ANFIS for the heart valve diseases”. Journal of Expert Systems with Application, Vol. 2, No. 1, 2009, p 2873-2878.
Kurt, I.; Ture, M.; Turhan, A. (2008). “Comparing performances of logistic regression, classification and regression tree, and neural networks for predicting coronary artery disease”. Journal of Expert Systems with Application, Vol. 3, 2008, p 366-374.
Gennari, J. (1989). “Models of incremental concept formation”. Journal of Artificial Intelligence, Vol. 1, 1989, p 11-61.
Cohen, W. (1995). “Fast effective rule induction”. Proceedings of International Conference on machine Learning 1995, p 1-10.
Chau, M.; Shin, D. (2009). “A Comparative Study of Medical Data Classification Methods Based on Decision Tree and Bagging Algorithms”. Proceedings of IEEE International Conference on Dependable, Autonomic and Secure Computing 2009, p 183-187.
Patil, S.; Kumaraswamy, Y. (2009). “Intelligent and effective Heart Attack prediction system using data mining and artificial neural networks”. European Journal of Scientific Research, Vol. 31, 2009, p 642- 656.
Han, J.; Kamber, M. (2006). “Data Mining Concepts and Techniques”. 2nd Edition, Morgan Kaufmann, San Francisco.
Palaniappan, S.; Awang, R. (2008). “Intelligent Heart Disease Prediction System Using Data Mining Techniques”. Proceedings of IEEE/ACS International Conference on Computer Systems and Applications 2008, p 108-115.
- There are currently no refbacks.
This work is licensed under a Creative Commons Attribution 3.0 License.