Performance comparison of machine learning approaches on hepatitis C prediction employing data mining techniques

A Alizargar, YL Chang, TH Tan - Bioengineering, 2023 - mdpi.com
Hepatitis C is a liver infection caused by the hepatitis C virus (HCV). Due to the late onset of
symptoms, early diagnosis is difficult in this disease. Efficient prediction can save patients …

Explainable ensemble-based machine learning models for detecting the presence of cirrhosis in Hepatitis C patients

A Alotaibi, L Alnajrani, N Alsheikh, A Alanazy… - Computation, 2023 - mdpi.com
Hepatitis C is a liver infection caused by a virus, which results in mild to severe inflammation
of the liver. Over many years, hepatitis C gradually damages the liver, often leading to …

Analisis Penerapan Metode Ensembled Learning Decision Tree Pada Klasifikasi Virus Hepatitis C

RA Charisma, S Pamungkas… - … of Computer System …, 2022 - ejurnal.seminar-id.com
Abstrak− Virus hepatitis C merupakan salah satu virus mematikan yang mana menyerang
organ dalam hati. Virus ini dapat menyebabkan infeksi yang kronis, bahkan 80 …

Exploring Explainable Machine Learning in Early Liver Disease Detection: Insights from Fatty Liver and Hepatitis B

A Ali, A Ashraf, K Rahouma - 2024 6th Novel Intelligent and …, 2024 - ieeexplore.ieee.org
This paper investigates the integration of Explainable Machine Learning (XAI) techniques in
the early detection of Fatty Liver Disease (FLD) and Hepatitis B Virus (HBV) infections. We …

Review About the Application of Explainable Machine Learning for Early Detection and Diagnosis of Liver Diseases: A Case Study on Fatty Liver Disease (FLD) and …

AA Ali, A Ashraf, KH Rahouma - Interdisciplinary Studies on Digital …, 2025 - igi-global.com
Review About the Application of Explainable Machine Learning for Early Detection and
Diagnosis of Liver Diseases: A Case Study on Fatty Liver Disease (FLD) and Hepatitis B (HBV) …

Hepatitis C Disease Prediction Using Machine Learning Approach

V Viswanatha, AC Ramachandra… - 2023 International …, 2023 - ieeexplore.ieee.org
The Hepatitis C virus (HCV), which affects millions of people globally is a serious global
health issue. Effective management and diagnosis of HCV infection depend on early …

Hepatitis C Diagnosis Using Computational Intelligence Techniques

M Cedolin, ME Genevois, Z Canbulat - International Conference on …, 2024 - Springer
The global impact of chronic Hepatitis C virus (HCV) infections, estimating around 58 million
affected individuals worldwide with 1.5 million new cases annually. In 2019, approximately …

Preemptive Diagnosis of Hepatitis C Using Machine Learning Techniques: A Retrospective Study in Saudi Arabia

SO Olatunji, M Farooqui, M Alsaeed… - … on Smart Computing …, 2023 - ieeexplore.ieee.org
Hepatitis C is an infectious chronic liver disease that can lead to liver cirrhosis and
Hepatocellular Carcinoma (HCC) in its late stages. Those complications are associated with …

Improving hepatits C diagnosis using machine learning techniques: An experimental analysis

A Sheakh, T ahosin Sazia, T aminul Islam… - Artificial Intelligence for … - taylorfrancis.com
Hepatitis C is a major global health problem; the right diagnosis is critical to effective
disease management. In recent years, machine learning techniques have shown promise in …

[PDF][PDF] HEPATITISNET: ANALYSIS AND PREDICTION OF HEPATITIS USING MACHINE LEARNING

B Prathyusha, S Navya, Y Navya, NS Harika - jcdronline.org
Hepatitis is one of the dangerous diseases that result from viral infections. This virus attacks
the liver leading to its inflammation. Inflammation may lead to the death of the liver cells and …