An efficient liver disease prediction using mask-regional convolutional neural network and pelican optimization algorithm

J Aswini, B Yamini, K Venkata Ramana… - IETE Journal of …, 2024 - Taylor & Francis
Various prediction approaches regarding liver diseases have been developed. Still, they are
expensive and more complex. This work aims to design an effective method for identifying …

[PDF][PDF] Accurate liver disease prediction system using convolutional neural network

K Jeyalakshmi, R Rangaraj - Indian Journal …, 2021 - sciresol.s3.us-east-2.amazonaws …
Objectives: To introduce the technique which can ensure the accurate and reliable
prediction of liver disease by adapting the deep learning technique. Methods: In this work …

Deep learning for liver disease prediction

EN Mutlu, A Devim, AA Hameed, A Jamil - Mediterranean Conference on …, 2021 - Springer
Mining meaningful information from huge medical datasets is a key aspect of automated
disease diagnosis. In recent years, liver disease has emerged as one of the commonly …

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 …

[PDF][PDF] Liver disease detection using machine learning techniques

D Bhupathi, CNL Tan, SS Tirumula, SK Ray - 2022 - researchgate.net
Around a million deaths occur due to liver diseases globally. There are several traditional
methods to diagnose liver diseases, but they are expensive. Early prediction of liver disease …

[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 …

Liver cirrhosis prediction using machine learning approaches

I Hanif, MM Khan - 2022 IEEE 13th Annual Ubiquitous …, 2022 - ieeexplore.ieee.org
Liver cirrhosis is a highly infectious blood-borne illness that is often asymptomatic in its early
stages. As a result, diagnosing and treating patients during the early stages of illness is …

An efficient classification of cirrhosis liver disease using hybrid convolutional neural network-capsule network

H Shaheen, K Ravikumar, NL Anantha… - … Signal Processing and …, 2023 - Elsevier
Liver cirrhosis is the diffuse and advanced phase of liver disease. Several morphological
methods are used for imaging modalities. But, these modalities are biased and lack in …

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 …

[PDF][PDF] Comparison of Machine Learning Algorithms for Predicting Liver Disease

SA Niha, KJ Lakshmi, PG Bless… - … Journal for Research …, 2023 - academia.edu
The liver is a vital internal organ of the human body that performs two primary functions:
blood filtration and digestion. The inhalation of contaminated air, narcotics, excessive …