[HTML][HTML] Supervised machine learning models for prediction of COVID-19 infection using epidemiology dataset

LJ Muhammad, EA Algehyne, SS Usman, A Ahmad… - SN computer …, 2021 - Springer
Abstract COVID-19 or 2019-nCoV is no longer pandemic but rather endemic, with more than
651,247 people around world having lost their lives after contracting the disease. Currently …

Prediction of heart disease and classifiers' sensitivity analysis

KM Almustafa - BMC bioinformatics, 2020 - Springer
Background Heart disease (HD) is one of the most common diseases nowadays, and an
early diagnosis of such a disease is a crucial task for many health care providers to prevent …

Predictive supervised machine learning models for diabetes mellitus

LJ Muhammad, EA Algehyne, SS Usman - SN Computer Science, 2020 - Springer
Diabetes mellitus (DM) is one of the deadliest diseases in the world, especially in developed
nations. In recent years, it has become rampant in the developing nations such as Nigeria …

Machine learning predictive models for coronary artery disease

LJ Muhammad, I Al-Shourbaji, AA Haruna… - SN Computer …, 2021 - Springer
Coronary artery disease (CAD) is the commonest type of heart disease and over 80% of the
deaths resulted from the diseases occurred in developing countries including Nigeria, with …

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 …

Intelligent knowledge consolidation: from data to wisdom

M Hussain, FA Satti, SI Ali, J Hussain, T Ali… - Knowledge-Based …, 2021 - Elsevier
Abstract Knowledge based systems have accomplished remarkable achievements in
assisting evidence based decision making for complex problems. However, machine …

Performance evaluation of classification data mining algorithms on coronary artery disease dataset

LJ Muhammad, AA Haruna… - … on Computer and …, 2019 - ieeexplore.ieee.org
Coronary artery disease (CAD) remains one of the deadly diseases in world and it has been
one of world's major threats which need to be addressed. However, several medical and …

Deep learning models for predicting COVID-19 using chest x-ray images

LJ Muhammad, EA Algehyne, SS Usman… - … and Advancements of …, 2022 - Springer
The outbreak of COVID-19 has cost the world a lot of lives and causes the shutdown of
businesses which get most of the countries gone into economic recession. Despite the fact …

Fuzzy expert systems for prediction of ICU admission in patients with COVID-19

AA Sadat Asl, MM Ershadi, S Sotudian… - Intelligent Decision …, 2022 - content.iospress.com
The pandemic COVID-19 disease has had a dramatic impact on almost all countries around
the world so that many hospitals have been overwhelmed with COVID-19 cases. As medical …

WARDS: Modelling the Worth of Vision in MOBA's

A Pedrassoli Chitayat, A Kokkinakis, S Patra… - … : Proceedings of the …, 2020 - Springer
Multiplayer strategy games are examples of imperfect information games, where information
about the game state can be retrieved through in-game mechanics. One such mechanic is …