The comparison of machine learning classification algorithms used to diagnose liver cirrhosis disease and a brief review

OM Güneş, P Kasap… - … and Computation: Practice …, 2023 - Wiley Online Library
Liver cirrhosis disease is an important cause of death worldwide. Therefore, early diagnosis
of the disease is very important. Machine learning algorithms are frequently used due to its …

[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 …

Supervised Learning Models for Diagnosing Severity of Cirrhosis Disease

A Sakshi, JVB Benifa, PA Seba - Handbook of AI-Based Models in … - taylorfrancis.com
The advent of artificial intelligence in the healthcare field has helped enormously in the
identification of multifarious diseases. Artificial intelligence algorithms and techniques have …

Analysis and Prediction of Liver Cirrhosis Using Machine Learning Algorithms

LD Sawant, R Ritti, N Harshith… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Liver cirrhosis is a serious and progressive liver disease that results in the formation of scar
tissue and liver dysfunction. It is one of the key reasons why people die and morbidity …

[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 …

Development of Web Service for Liver Cirrhosis Diagnosis Based on Machine Learning

SH Noh, JE Kim, C Lee, TH Kim, KW Kim… - KIPS Transactions on …, 2021 - koreascience.kr
In the medical field, disease diagnosis and prediction research using artificial intelligence
technology is being actively conducted. It is being released as a variety of products for …

[PDF][PDF] Liver disorder diagnosis using linear, nonlinear and decision tree classification algorithms

A Singh, B Pandey - IJET, 2016 - academia.edu
In India and across the globe, liver disease is a serious area of concern in medicine.
Therefore, it becomes essential to use classification algorithms for assessing the disease in …

Diagnosis of Liver Diseases Using Machine Learning Algorithms and their Prediction Using Logistic Regression and ANN

PS Harshini, K Naresh, SR Pamulapati… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Globally, liver diseases affect a large number of population and they are the 11th leading
cause of death. It is tedious and time-consuming for trained experts to identify patients with …

Liver Disease Identification Based on Machine Learning Algorithms

S Mohamed, R Ezzat, S Ghorab… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Liver disease became a worldwide issue that is more required to be solve. Early detection of
disease is extremely important for deriving the best treatment during the patient's treatment …

A Comparative Survey on Machine Learning Techniques for Prediction of Liver Disease

S Kumar, P Rani - 2023 6th International Conference on …, 2023 - ieeexplore.ieee.org
The number of cases of liver diseases has been rising quickly as a result of heavy alcohol
use, drug use, breathing contaminated air, tainted food, and pickle eating. Automated expert …