Machine learning for prediction of viral hepatitis: A systematic review and meta-analysis

K Moulaei, H Sharifi, K Bahaadinbeigy… - International Journal of …, 2023 - Elsevier
Background Lack of accurate and timely diagnosis of hepatitis poses obstacles to effective
treatment, disease progression prevention, complication reduction, and life-saving …

Prediction of hepatitis disease using machine learning technique

VK Yarasuri, GK Indukuri… - … on I-SMAC (IoT in Social …, 2019 - ieeexplore.ieee.org
The objective of this work is to choose the best tool for diagnosis and detection of Hepatitis
as well as for the prediction of life expectancy of Hepatitis patients. In this work, a …

Hepatitis diseases prediction using machine-learning techniques

A YUSUF, O AKANDE - FUDMA JOURNAL OF SCIENCES, 2021 - fjs.fudutsinma.edu.ng
The importance of research that contributes to the early diagnosis and management of lethal
diseases is critical to society, and hepatitis is one of these killer diseases. Hepatitis is a life …

Hepatitis C Virus prediction based on machine learning framework: a real-world case study in Egypt

H Mamdouh Farghaly, MY Shams… - … and Information Systems, 2023 - Springer
Prediction and classification of diseases are essential in medical science, as it attempts to
immune the spread of the disease and discover the infected regions from the early stages …

[PDF][PDF] A comparative study on liver disease prediction using supervised machine learning algorithms

AS Rahman, FJM Shamrat, Z Tasnim, J Roy… - International Journal of …, 2019 - academia.edu
Chronic Liver Disease is the leading cause of global death that impacts the massive quantity
of humans around the world. This disease is caused by an assortment of elements that harm …

Prediction of hepatitis disease using K-nearest neighbors, Naive Bayes, support vector machine, multi-layer perceptron and random forest

MJ Nayeem, S Rana, F Alam… - … on information and …, 2021 - ieeexplore.ieee.org
At present, Hepatitis is one of the serious types of disease which causes death around the
world. It is responsiblefor inflammation in the human liver. If we can succeed to detect this …

Hepatitis C prediction using SVM, logistic regression and decision tree

A Ara, A Sami, DL Michael, E Bazgir… - World Journal of …, 2024 - wjarr.com
Hepatitis C is an infection of the liver brought on by the HCV virus. In this condition, early
diagnosis is challenging because of the delayed onset of symptoms. Predicting well enough …

Machine learning for predicting hepatitis B or C virus infection in diabetic patients

SH Kim, SH Park, H Lee - Scientific Reports, 2023 - nature.com
Highly prevalent hepatitis B and hepatitis C virus (HBV and HCV) infections have been
reported among individuals with diabetes. Given the frequently asymptomatic nature of …

Comparative Analysis of Machine Learning Algorithms for Liver Disease Prediction: SVM, Logistic Regression, and Decision Tree

VR Modhugu, S Ponnusamy - Asian Journal of …, 2024 - eprints.go2submission.com
This study compares Support Vector Machine (SVM), Logistic Regression, and Decision
Tree algorithms for liver disease prediction using a dataset sourced from Kaggle, comprising …

[PDF][PDF] Liver disease detection using machine learning techniques

D Bhupathi, CNL Tan, SS Tirumula, SK Ray - 2022 - researchgate.net
Around a million deaths occur due to liver diseases globally. There are several traditional
methods to diagnose liver diseases, but they are expensive. Early prediction of liver disease …