Early Prediction in Classification of Cardiovascular Diseases with Machine Learning, Neuro-Fuzzy and Statistical Methods

Early Prediction in Classification of Cardiovascular Diseases with Machine Learning, Neuro-Fuzzy and Statistical Methods

Timely and accurate detection of cardiovascular diseases (CVDs) is critically important to minimize the risk of a myocardial infarction. Relations between factors of CVDs are complex, ill-defined and nonlinear, justifying the use of artificial intelligence tools. These tools aid in predicting and cl...

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Bibliographic Details
Main Authors: Osman Taylan, Abdulaziz S. Alkabaa, Hanan S. Alqabbaa, Esra Pamukçu, Víctor Leiva
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Biology
Subjects:
adaptive neuro-fuzzy inference system
artificial intelligence
bioinformatics
cardiovascular diseases
classification
elastic net
Online Access:https://www.mdpi.com/2079-7737/12/1/117

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