Identifying Appropriate Feature Selection Techniques for Renal Disease Classification Models

K AL - 2023 First International Conference on Advances in …, 2023 - ieeexplore.ieee.org
Chronic kidney disease (CKD) or renal illness is the slow decline in the effective function of
the kidney over many years. Heart and blood vascular disorders are both risk factors for …

Chronic kidney disease prediction with feature selection and extraction using machine learning

J Umamageswaran, G Elangovan… - AIP Conference …, 2022 - pubs.aip.org
Chronic Kidney Disease (CKD) characterizes a substantial problem on the healthcare
system due to the growing number of patients, high risk of evolution to end-stage renal …

[HTML][HTML] A reduced set of features for chronic kidney disease prediction

R Misir, M Mitra, RK Samanta - Journal of pathology informatics, 2017 - Elsevier
Chronic kidney disease (CKD) is one of the life-threatening diseases. Early detection and
proper management are solicited for augmenting survivability. As per the UCI data set, there …

Comparative Analysis of Meta-heuristic Feature Selection and Feature Extraction Approaches for Enhanced Chronic Kidney Disease Prediction

P Yashwante, Y Patil, K Nadar… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD) has garnered significant attention over the past decades,
primarily due to its lack of symptoms in the early stages. The objective of this research paper …

[PDF][PDF] A Hybrid Deep Learning Technique for Feature Selection and Classification of Chronic Kidney Disease.

RAL Busi, JS Meka, P Reddy - International Journal of Intelligent …, 2023 - jamesstephen.in
A significant global public health concern is the widespread presence of chronic kidney
disease (CKD). High mortality rates are associated with the disease, particularly in …

A review on machine learning driven models for early diagnosis of chronic kidney diseases

AS Mahmoud, O Lamouchi… - 2023 16th International …, 2023 - ieeexplore.ieee.org
This study a provides a detailed review of research studies on machine-learning models that
have been applied to classify chronic kidney diseases (CKD). Machine learning applications …

Chronic Kidney Disease Prediction Using Robust Approach in Machine Learning

N Vyas, V Sharma, D Balla - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The degenerative condition known as Chronic Kidney Disease (CKD) impairs kidney
function and causes waste products to build up in the body. Early CKD prediction and …

An Improved Filter Based Feature Selection Model for Kidney Disease Prediction

DMD Raj, A Geetha, V Keerthika - International Conference on Intelligent …, 2023 - Springer
In terms of societal health threats, kidney disease has been viewed as an increasing threat
in the modern day. With an increasing incidence, chronic kidney disease (CKD) is a global …

An Ensemble Prediction Model for Chronic Kidney Disease Using Optimizedfeature Selection

EMR Devi, R Shanthakumari… - 2023 International …, 2023 - ieeexplore.ieee.org
Electronic Health Records have enabled the biosciences to advance more significantly and
produce vast amounts of data. Due to this massive amount of data, there is an essential …

[HTML][HTML] Analyze the impact of feature selection techniques in the early prediction of CKD

K Hema, K Meena, R Pandian - International Journal of Cognitive …, 2024 - Elsevier
Background Chronic renal disease, often known as Chronic Kidney Disease (CKD), is an
illness that causes a steady decline in kidney function. As per the World Health Organization …