Supervised machine learning based liver disease prediction approach with LASSO feature selection

S Afrin, FMJM Shamrat, TI Nibir, MF Muntasim… - Bulletin of Electrical …, 2021 - beei.org
In this contemporary era, the uses of machine learning techniques are increasing rapidly in
the field of medical science for detecting various diseases such as liver disease (LD) …

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

AS Rahman, FJM Shamrat, Z Tasnim, J Roy… - 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 …

[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 …

Examining the risk factors of liver disease: a machine learning approach

MS Hossen, I Haque, PR Sarkar… - 2022 7th …, 2022 - ieeexplore.ieee.org
Nowadays, Liver Disease (LD) is a very common clinical problem for human health and is
related to morbidity and mortality. Nevertheless, an earlier prognosis of LD patients gets a …

NeuroSVM: a graphical user interface for identification of liver patients

K Nagaraj, A Sridhar - arXiv preprint arXiv:1502.05534, 2015 - arxiv.org
Diagnosis of liver infection at preliminary stage is important for better treatment. In todays
scenario devices like sensors are used for detection of infections. Accurate classification …

A web based framework for liver disease diagnosis using combined machine learning models

S Gupta, G Karanth, N Pentapati… - … Conference on Smart …, 2020 - ieeexplore.ieee.org
The liver is one of the most vital organs of the human body. Liver disease is any condition
that harms the liver and inhibits its regular functioning. The risk presented by liver diseases …

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] Adaptive Method for Exploring Deep Learning Techniques for Subtyping and Prediction of Liver Disease

AM Hendi, MA Hossain, NA Majrashi, S Limkar… - Applied Sciences, 2024 - mdpi.com
The term “Liver disease” refers to a broad category of disorders affecting the liver. There are
a variety of common liver ailments, such as hepatitis, cirrhosis, and liver cancer. Accurate …

Evaluation based approaches for liver disease prediction using machine learning algorithms

C Geetha, AR Arunachalam - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
The life of humans living without liver tumors is one of the fundamental care of human
livelihood. Therefore, for better care, detection of liver disease at a primitive phase is …

A Survey on machine learning techniques for the diagnosis of liver disease

G Shaheamlung, H Kaur, M Kaur - … International Conference on …, 2020 - ieeexplore.ieee.org
Suffering from liver disease has been rapidly increasing due to excessive drink of alcohol,
inhale polluted gas, drugs, contamination food and packing food pickle, so the medical …