[Retracted] A Systematic Literature Review on Particle Swarm Optimization Techniques for Medical Diseases Detection

S Pervaiz, Z Ul-Qayyum, WH Bangyal… - … Methods in Medicine, 2021 - Wiley Online Library
Artificial Intelligence (AI) is the domain of computer science that focuses on the development
of machines that operate like humans. In the field of AI, medical disease detection is an …

Diseases diagnosis using fuzzy logic methods: A systematic and meta-analysis review

H Ahmadi, M Gholamzadeh, L Shahmoradi… - Computer Methods and …, 2018 - Elsevier
Abstract Background and Objective Diagnosis as the initial step of medical practice, is one of
the most important parts of complicated clinical decision making which is usually …

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 …

An approach based on mutually informed neural networks to optimize the generalization capabilities of decision support systems developed for heart failure prediction

L Ali, SAC Bukhari - Irbm, 2021 - Elsevier
Available clinical methods for heart failure (HF) diagnosis are expensive and require a high-
level of experts intervention. Recently, various machine learning models have been …

Particle swarm optimisation for emotion recognition systems: a decade review of the literature

MN Mohd Yamin, K Ab. Aziz, TG Siang, NA Ab. Aziz - Applied Sciences, 2023 - mdpi.com
Particle Swarm Optimisation (PSO) is a popular technique in the field of Swarm Intelligence
(SI) that focuses on optimisation. Researchers have explored multiple algorithms and …

Framework for the development of data-driven Mamdani-type fuzzy clinical decision support systems

YF Hernández-Julio, MJ Prieto-Guevara… - Diagnostics, 2019 - mdpi.com
Clinical decision support systems (CDSS) have been designed, implemented, and validated
to help clinicians and practitioners for decision-making about diagnosing some diseases …

Drawing on the iPad to input fuzzy sets with an application to linguistic data science

RR Yager, MZ Reformat, ND To - Information Sciences, 2019 - Elsevier
Large amounts of collected and stored data require specialized processing skills. However,
a human-computer interaction is crude and far from natural. Users are forced to interact with …

Use of machine learning techniques in healthcare: A brief review of cardiovascular disease classification

S Panicker - 2nd International Conference on Communication & …, 2020 - papers.ssrn.com
One of the major leading cause of fatalities globally, cardiovascular diseases are a growing
social concern worldwide. With the advent of technology, medical domain has benefited …

[PDF][PDF] System diagnosis of coronary heart disease using a combination of dimensional reduction and data mining techniques: A review

W Wiharto, H Kusnanto, H Herianto - Indonesian Journal of …, 2017 - researchgate.net
Coronary heart disease is a disease with the highest mortality rates in the world. This makes
the development of the diagnostic system as a very interesting topic in the field of biomedical …

Intelligent fuzzy system to predict the wisconsin breast cancer dataset

YF Hernández-Julio, LA Díaz-Pertuz… - International Journal of …, 2023 - mdpi.com
Decision Support Systems (DSSs) are solutions that serve decision-makers in their decision-
making process. For the development of these intelligent systems, two primary components …