Classification comparison of machine learning algorithms using two independent CAD datasets

M Yuvalı, B Yaman, Ö Tosun - Mathematics, 2022 - mdpi.com
In the last few decades, statistical methods and machine learning (ML) algorithms have
become efficient in medical decision-making. Coronary artery disease (CAD) is a common …

[PDF][PDF] A study of some data mining classification techniques

SM Gorade, A Deo, P Purohit - International Research Journal of …, 2017 - academia.edu
An Classification is one the most useful and important techniques. Classification techniques
are useful to handle large amount of data. Classification is used to predict categorical class …

Prediction of life expectancy for Asian population using machine learning algorithms

NS Pisal, S Abdul-Rahman, M Hanafiah… - Malaysian Journal …, 2022 - myjms.mohe.gov.my
Predicting life expectancy has become more important nowadays as life has become more
vulnerable due to many factors, including social, economic, environmental, education …

[PDF][PDF] Disease prediction and drug recommendation android application using data mining (virtual doctor)

V Mudaliar, P Savaridaasan, S Garg - International Journal of …, 2019 - researchgate.net
Data Mining is a method that requires analyzing and exploring large blocks of data to glean
meaningful trends and patterns. In today's period, every person on earth relies on allopathic …

[PDF][PDF] Data mining classification techniques: A recent survey

AB Annasaheb, VK Verma - International Journal of Emerging …, 2016 - academia.edu
Prediction of heart attack is an important task in medical science. There are several factors
are responsible for heart attack problem. Prediction of heart attack problem from different …

A comparative study of classification techniques for managing iot devices of common specifications

A Mavrogiorgou, A Kiourtis, D Kyriazis - Economics of Grids, Clouds …, 2017 - Springer
As information technology and telecommunication systems continue to grow in size and
complexity, especially with the Internet of Things (IoT) domain that is being hailed as the …

[HTML][HTML] Classification of hematological data using data mining technique to predict diseases

F Akter, MA Hossin, GM Daiyan, MM Hossain - Journal of Computer and …, 2018 - scirp.org
Over the years, the amount of information about patients and medical information has grown
substantially. Moreover, due to an increase of blood diseases patients, conventional …

[PDF][PDF] Model of tuned j48 classification and analysis of performance prediction in educational data mining

M Anoopkumar, A Rahman - Int. J. Appl. Eng. Res, 2018 - researchgate.net
Abstract Information-Technology (IT) and Data Engineering in Education nowadays decides
the quality and pace of learning achieved by. Use of Information Engineering and Machine …

[PDF][PDF] Advances in data mining: Healthcare applications

R Ray - International Research Journal of Engineering and …, 2018 - academia.edu
Owing to the great advantages various organizations are using data mining technology.
Healthcare is a vital part for everyone. Different new technologies are inventing to examine …

Predicting a need for financial assistance in emergency department care

S Davis, S Nourazari, R Granovsky, N Fard - Healthcare, 2021 - mdpi.com
Identifying patients with a low likelihood of paying their bill serves the needs of patients and
providers alike: aligning government programs with their target beneficiaries while …