A hybrid particle swarm optimization based fuzzy expert system for the diagnosis of coronary artery disease

S Muthukaruppan, MJ Er - Expert Systems with Applications, 2012 - Elsevier
This paper presents a particle swarm optimization (PSO)-based fuzzy expert system for the
diagnosis of coronary artery disease (CAD). The designed system is based on the …

Adaptive weighted fuzzy rule-based system for the risk level assessment of heart disease

AK Paul, PC Shill, MRI Rabin, K Murase - Applied Intelligence, 2018 - Springer
Expert's knowledge base systems are not effective as a decision-making aid for physicians
in providing accurate diagnosis and treatment of heart diseases due to vagueness in …

Fuzzy expert system approach for coronary artery disease screening using clinical parameters

D Pal, KM Mandana, S Pal, D Sarkar… - Knowledge-Based …, 2012 - Elsevier
Coronary artery disease (CAD) affects millions of people all over the world including a major
portion in India every year. Although much progress has been done in medical science, but …

Automated diagnosis of coronary artery disease based on data mining and fuzzy modeling

MG Tsipouras, TP Exarchos, DI Fotiadis… - IEEE Transactions …, 2008 - ieeexplore.ieee.org
A fuzzy rule-based decision support system (DSS) is presented for the diagnosis of coronary
artery disease (CAD). The system is automatically generated from an initial annotated …

Design of a fuzzy-based decision support system for coronary heart disease diagnosis

A Lahsasna, RN Ainon, R Zainuddin… - Journal of medical …, 2012 - Springer
In the present paper, a fuzzy rule-based system (FRBS) is designed to serve as a decision
support system for Coronary heart disease (CHD) diagnosis that not only considers the …

[HTML][HTML] Fuzzy based expert system for diagnosis of coronary artery disease in Nigeria

LJ Muhammad, EA Algehyne - Health and technology, 2021 - Springer
Expert system is an artificial intelligence based system that imitates the decision making
ability of human and it is used as the diagnostic tool for many diseases including diabetes …

Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease

M Zomorodi‐moghadam, M Abdar, Z Davarzani… - Expert …, 2021 - Wiley Online Library
Coronary artery disease (CAD) is one of the major causes of mortality worldwide.
Knowledge about risk factors that increase the probability of developing CAD can help to …

[PDF][PDF] A fuzzy expert system for heart disease diagnosis

A Adeli, M Neshat - Proceedings of international multi conference of …, 2010 - academia.edu
The aim of this study is to design a Fuzzy Expert System for heart disease diagnosis. The
designed system based on the VA Medical Center, Long Beach and Cleveland Clinic …

Clinical decision support system: risk level prediction of heart disease using weighted fuzzy rules and decision tree rules

P Anooj - Open Computer Science, 2011 - degruyter.com
The development of medical domain applications has been one of the most active research
areas recently. One example of a medical domain application is a detection system for heart …

Diagnosis of heart disease using genetic algorithm based trained recurrent fuzzy neural networks

K Uyar, A İlhan - Procedia computer science, 2017 - Elsevier
Abstract The World Health Organization (WHO) estimated one third of all global deaths
reason as cardiovascular diseases in 2015. Some computational techniques were proposed …