An effective approach for early liver disease prediction and sensitivity analysis

MAR Khan, F Afrin, FS Prity, I Ahammad… - Iran Journal of Computer …, 2023 - Springer
The liver is one of the most vital organs of the human body. Even when partially injured, it
functions normally. Therefore, detecting liver diseases at the early stages is challenging …

[PDF][PDF] A Comparative Analysis of Machine Learning Algorithms to Predict Liver Disease.

M Ghosh, MMS Raihan, M Raihan… - … Automation & Soft …, 2021 - cdn.techscience.cn
The liver is considered an essential organ in the human body. Liver disorders have risen
globally at an unprecedented pace due to unhealthy lifestyles and excessive alcohol …

Machine learning models for predicting the diagnosis of liver disease.

M Montazeri, M Montazeri - 2014 - cabidigitallibrary.org
Introduction: The liver is the most important organ of the body has a central role in
metabolism. Liver disease cannot be easily discovered in the early stages, because even …

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

AS Rahman, FMJM Shamrat, Z Tasnim… - 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 …

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 …

Performance assessment of classification algorithms on early detection of liver syndrome

R Naseem, B Khan, MA Shah, K Wakil… - Journal of …, 2020 - Wiley Online Library
In the recent era, a liver syndrome that causes any damage in life capacity is exceptionally
normal everywhere throughout the world. It has been found that liver disease is exposed …

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 …

Performance analysis of classification algorithms on early detection of liver disease

M Abdar, M Zomorodi-Moghadam, R Das… - Expert Systems with …, 2017 - Elsevier
The human liver is one of the major organs in the body and liver disease can cause many
problems in human life. Fast and accurate prediction of liver disease allows early and …

[HTML][HTML] A framework for identification and classification of liver diseases based on machine learning algorithms

H Ding, M Fawad, X Xu, B Hu - Frontiers in Oncology, 2022 - frontiersin.org
Hepatocellular carcinoma (HCC) is one of the most commonly seen liver disease. Most of
HCC patients are diagnosed as Hepatitis B related cirrhosis simultaneously, especially in …

[PDF][PDF] A comparative study on the performance of classification algorithms for effective diagnosis of liver diseases

B Daş - Sakarya University Journal of Computer and …, 2020 - dergipark.org.tr
In recent years, different approaches and methods have been proposed to diagnose various
diseases accurately. Since there are a variety of liver diseases, till late-stage liver disease …