TY - JOUR AU - Ayat, Saeed AU - Khosravanian, Asieh PY - 2014 TI - Identification and Classification of Coronary Artery Disease Patients Using Neuro-fuzzy Inference Systems JO - Journal of Mathematics and Computer Science SP - 136 - 141 VL - 13 IS - 2 AB - In this research patients with coronary artery disease were identified and classified through the neuro-fuzzy network with the capacity of automatically extracting fuzzy rules. Fuzzy expert system was implemented using facilities and functions of MATLAB software (7.12.0 version). Network parameters, introductory and lower parameters, were trained by back-propagation error (gradient descent) method. The proposed method was evaluated through data collected from medical files of 152 patients with coronary angiography in Kowsar Hospital, Shiraz, Iran during September, 2013. The performance indicators of this system were specificity and sensitivity. The indicators, as extracted from testing results, were found to be 0.88 and 1, respectively. SN - ISSN 2008-949X UR - http://dx.doi.org/10.22436/jmcs.013.02.05 DO - 10.22436/jmcs.013.02.05 ID - Ayat2014 ER - TY - JOUR TI - Data mining applications in healthcare AU - H. C. Koh AU - G. Tan JO - J Healthcare Info Manag PY - 2005 DA - 2005// VL - 19(2) ID - Koh2005 ER - TY - JOUR TI - Analysis of healthcare quality indicator using data mining and decision support system AU - Y. M. Chae AU - H. S. Kim AU - K. C. Tark AU - H. J. Park AU - S. H. Ho JO - Exp Sys Applic PY - 2003 DA - 2003// VL - 24(2) ID - Chae2003 ER - TY - JOUR TI - Comprehensive Rehabilitation of patients with coronary artery disease AU - G. F. Filetcher AU - K. R. Oken AU - R. E. Safford JO - Braunwald E, Zips Dp, Libby P. Heart Disease , A text book of cardiovascular medicine PY - 2001 DA - 2001// VL - 6(2) ID - Filetcher2001 ER - TY - JOUR TI - Hurst’s The Heart AU - U. Fuster AU - R. W. Alexander AU - R. O'rouke JO - Wenger NK. Rehabilitation of the Patient With coronary heart disease, 10th edition, Mcgrow-Hill professional publish PY - 2000 DA - 2000// VL - 2 ID - Fuster2000 ER - TY - JOUR TI - Coronary artery bypass surgery: are outcomes influenced by demographics or ability to pay? AU - M. C. Mancini AU - E. M. Cush AU - K. Sweatman AU - J. Dansby JO - Ann Surg PY - 2001 DA - 2001// VL - 233(5) ID - Mancini2001 ER - TY - BOOK TI - Global atlas on cardiovascular disease prevention and control AU - S. Mendis AU - P. Puska AU - B. Norrving PB - Geneva: World Health Organization PY - 2011 DA - 2011// CY - ID - Mendis2011 ER - TY - BOOK TI - AU - American Heart Association PB - Available at: http://www.heart.org/HEARTORG PY - DA - // CY - ID - Association ER - TY - JOUR TI - Prediction model for coronary artery disease using neural networks and feature selection based on classification and regression tree AU - I. Mahmoudi AU - R. Askari moghadam AU - M. Moazzam AU - S. Sadeghian JO - J Shahrekord Univ Med Sci. PY - 2013 DA - 2013// VL - 15(5) ID - Mahmoudi2013 ER - TY - BOOK TI - A Fuzzy Classifier with Ellipsoidal Regions AU - S. Abe AU - R. Thawonmas PB - IEEE Trans. Fuzzy Syst., vol. 5, no. 3 PY - 1997. DA - 1997.// CY - ID - Abe1997. ER - TY - JOUR TI - An intelligent system for diagnosis of the heart valve diseases with wavelet packet neural networks AU - I. Turkoglu AU - A. Arslan AU - E. Ilkay JO - Comput Biol Med PY - 2003 DA - 2003// VL - 33(4) ID - Turkoglu2003 ER - TY - JOUR TI - Sequential versus standard neural networks for pattern recognition: An example using the domain of coronary heart disease AU - L. Ohno-Machado AU - M. A. Musen JO - Comput Biol Med PY - 1997 DA - 1997// VL - 27(4) ID - Ohno-Machado1997 ER - TY - JOUR TI - Application of multilayer perceptron and radial basis function neural networks in differentiating between chronic obstructive pulmonary and congestive heart failure diseases AU - S. Mehrabi AU - M. Maghsoudloo AU - H. Arabalibeik JO - Expert Systems with Applications PY - 2009 DA - 2009// VL - 36 ID - Mehrabi2009 ER - TY - BOOK TI - Diagnosis of thyroid diseases using a hybrid Fuzzy Neural Network based on Linear Discriminate Analysis AU - N. Forghany AU - M. Teshnelab AU - H. Abrishami Moghadam AU - M. Nakhjivani PB - 14th Iranian Conference on Biomedical Engineering, Tehran PY - 2008 DA - 2008// CY - Iran ID - Forghany2008 ER -