Assessment of the Performances of Adaptive Neuro-Fuzzy Inference System and Two Statistical Methods for Diagnosing Coronary Artery Disease

• Published in: Medical journal of the Islamic Republic of Iran Vol. 37; p. 46
• Main Authors: Rajabzadeh, Zahra, Akbari Sharak, Nooshin, Esmaeili, Habibollah, Ghayour-Mobarhan, Majid, Shakeri, Mohammad Taghi, Pasdar, Zahra
• Format: Journal Article
• Language: English
• Published: Iran Iran University of Medical Sciences 2023
• Subjects: Original; Logistic Regression; Coronary Artery Disease; Adaptive Neuro-Fuzzy Inference System; Flexible Discriminant Analysis

The accurate diagnosis of cardiac disease is vital in managing patients' health. Data mining and machine learning techniques play an important role in the diagnosis of heart disease. We aimed to examine the diagnostic performances of an adaptive neuro-fuzzy inference system (ANFIS) for predicti...