Early-Stage detection of liver disease through machine learning algorithms

K Dutta, S Chandra, MK Gourisaria - Advances in Data and Information …, 2022 - Springer
Liver disease is one of the threatening diseases that can even cause various side effects
which become incurable if not detected at an early stage. Many complex functions of the …

A Study on Liver Disease Using Different Machine Learning Algorithms

P Rawat, M Bajaj, P Prerna, S Vats… - 2023 International …, 2023 - ieeexplore.ieee.org
With a high death rate and a huge financial burden, liver disease is a serious global health
problem. For patients to have better results and for healthcare expenditures to be reduced …

Strategic analysis in prediction of liver disease using different classification algorithms

B Khan, PK Shukla, MK Ahirwar… - Handbook of Research on …, 2021 - igi-global.com
Liver diseases avert the normal activity of the liver. Discovering the presence of liver
disorder at an early stage is a complex task for the doctors. Predictive analysis of liver …

An integrated machine learning framework for classification of cirrhosis, fibrosis, and hepatitis

S Islam, AU Rehman, S Javaid, TM Ali… - … Conference on Latest …, 2022 - ieeexplore.ieee.org
Hepatitis C is an ailment that causes inflammation of the liver and leads to serious liver
damage. In previous research, the accuracy of the model wasn't that accurate but the …

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 …

Diagnosis of liver disease induced by hepatitis virus using machine learning methods

MA Hafeez, A Imran, MI Khan, AH Khan… - 2022 8th …, 2022 - ieeexplore.ieee.org
Liver, the largest vital organ in the human body, helps in digestion, energy storage, and toxic
removal processes. Hepatitis A, B, C, fatty liver, cirrhosis, and liver cancer all cause swelling …

Assisting the non-invasive diagnosis of liver fibrosis stages using machine learning methods

M Emu, FB Kamal, S Choudhury… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
Fibrosis is a significant indication of chronic liver diseases often due to hepatitis C Virus. It is
becoming a global concern as a result of the rapid increase in the number of HCV infected …

Machine learning algorithms for binary classification of liver disease

A Sokoliuk, G Kondratenko, I Sidenko… - … on Problems of …, 2020 - ieeexplore.ieee.org
The number of patients with liver diseases has been continuously increasing because of
excessive consumption of alcohol, inhale of harmful gases, intake of contaminated food …

Liver disease prediction using machine learning algorithms

R Kalaiselvi, K Meena, V Vanitha - … International Conference on …, 2021 - ieeexplore.ieee.org
In Human beings, Liver is the most primary part of the body that performs many functions
including the production of Bile, excretion of bile and bilirubin, metabolism of proteins and …

Liver disease prediction and classification using machine learning techniques

S Tokala, K Hajarathaiah, SRP Gunda… - International …, 2023 - search.proquest.com
Recently liver diseases are becoming most lethal disorder in a number of countries. The
count of patients with liver disorder has been going up because of alcohol intake, breathing …