Supervised machine learning models for liver disease risk prediction

E Dritsas, M Trigka - Computers, 2023 - mdpi.com
The liver constitutes the largest gland in the human body and performs many different
functions. It processes what a person eats and drinks and converts food into nutrients that …

Enhanced preprocessing approach using ensemble machine learning algorithms for detecting liver disease

AQ Md, S Kulkarni, CJ Joshua, T Vaichole, S Mohan… - Biomedicines, 2023 - mdpi.com
There has been a sharp increase in liver disease globally, and many people are dying
without even knowing that they have it. As a result of its limited symptoms, it is extremely …

Random forest and support vector machine based hybrid liver disease detection

TA Assegie, R Subhashni, NK Kumar… - Bulletin of Electrical …, 2022 - beei.org
This study develops an automated liver disease detection system using a support vector
machine and random forest detection techniques. These techniques are trained on data …

Utilization of Five-Distinct Dataset to Diagnose and Predict Heart Disease: A Machine Learning Approach

B Akter, R Shakil, A Rajbongshi, U Sara… - 2022 13th …, 2022 - ieeexplore.ieee.org
The heart is a finely-tuned instrument that serves the whole body. Heart disease is the most
common serious illness affecting human nature. Early diagnosis of heart disease is the most …

A Machine Learning‐Based Framework for Accurate and Early Diagnosis of Liver Diseases: A Comprehensive Study on Feature Selection, Data Imbalance, and …

AU Rehman, WH Butt, TM Ali, S Javaid… - … Journal of Intelligent …, 2024 - Wiley Online Library
The liver is the largest organ of the human body with more than 500 vital functions. In recent
decades, a large number of liver patients have been reported with diseases such as …

Classification Algorithms for Liver Epidemic Identification

KR Makkena, K Natarajan - EAI Endorsed Transactions on …, 2023 - publications.eai.eu
Situated in the upper right region of the abdomen, beneath the diaphragm and above the
stomach, lies the liver. It is a crucial organ essential for the proper functioning of the body …

Predictive analysis for hepatitis and cirrhosis liver disease using machine learning algorithms

A Tamilarasi, K Chitra, J Swetha… - 2022 3rd International …, 2022 - ieeexplore.ieee.org
Liver is one among the largest organs in the human body, which implements functions like
creation of some proteins, activation of enzyme's, storing glucose, minerals etc. A variety of …

Prediction of liver disease using machine learning models with PCA

BH Al Telaq, N Hewahi - … on Data Analytics for Business and …, 2021 - ieeexplore.ieee.org
The liver is one of the most vital organs of the human body. There are various disorders of
liver that need early treatment by doctors. Early diagnosis and treating the patients are …

Classification of acute liver failure using machine learning algorithms

D Sengupta, S Mondal, S Basu, AK De… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
With changing lifestyles, Acute Liver Failure (ALF) has been witnessed in masses lately. In
order to properly diagnose and probable arrest of the ailment, this study classifies ALF using …

Prediction Of Liver Disease Using Statistical Machine Learning Methods

SM Kumar, V Anbu, SK Abishek… - 2023 International …, 2023 - ieeexplore.ieee.org
In India, liver disease ranks as the tenth leading cause of death, causing 2.95 percent of all
deaths. According to the World Health Organization, liver disease is one of the main causes …