The Development of Symbolic Expressions for the Detection of Hepatitis C Patients and the Disease Progression from Blood Parameters Using Genetic Programming-Symbolic Classification Algorithm

The Development of Symbolic Expressions for the Detection of Hepatitis C Patients and the Disease Progression from Blood Parameters Using Genetic Programming-Symbolic Classification Algorithm

Hepatitis C is an infectious disease which is caused by the Hepatitis C virus (HCV) and the virus primarily affects the liver. Based on the publicly available dataset used in this paper the idea is to develop a mathematical equation that could be used to detect HCV patients with high accuracy based...

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Bibliographic Details
Main Authors: Nikola Anđelić, Ivan Lorencin, Sandi Baressi Šegota, Zlatan Car
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
ADASYN
borderline SMOTE
genetic programming-symbolic classifier
Hepatitis C
fibrosis
cirrhosis
Online Access:https://www.mdpi.com/2076-3417/13/1/574

Internet

https://www.mdpi.com/2076-3417/13/1/574

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