Chronic kidney disease prediction using machine learning techniques

DA Debal, TM Sitote - Journal of Big Data, 2022 - Springer
Goal three of the UN's Sustainable Development Goal is good health and well-being where
it clearly emphasized that non-communicable diseases is emerging challenge. One of the …

[HTML][HTML] Chronic kidney disease prediction based on machine learning algorithms

MA Islam, MZH Majumder, MA Hussein - Journal of pathology informatics, 2023 - Elsevier
Chronic kidney disease (CKD) is a dangerous ailment that can last a person's entire life and
is caused by either kidney malignancy or decreased kidney functioning. It is feasible to halt …

A comprehensive unsupervised framework for chronic kidney disease prediction

L Antony, S Azam, E Ignatious, R Quadir… - IEEE …, 2021 - ieeexplore.ieee.org
The incidence, prevalence, and progression of chronic kidney disease (CKD) conditions
have evolved over time, especially in countries that have varied social determinants of …

An ensemble learning approach for chronic kidney disease classification

S Srivastava, RK Yadav, V Narayan… - Journal of …, 2022 - pnrjournal.com
Chronic kidney disease (CKD) is a potentially fatal condition that is difficult to identify early
due to the absence of symptoms. The suggested study's goal is to create and verify a …

[Retracted] Comparative Analysis for Prediction of Kidney Disease Using Intelligent Machine Learning Methods

GM Ifraz, MH Rashid, T Tazin… - … Methods in Medicine, 2021 - Wiley Online Library
Chronic kidney disease (CKD) is a major burden on the healthcare system because of its
increasing prevalence, high risk of progression to end‐stage renal disease, and poor …

Comparative study of classifier for chronic kidney disease prediction using naive bayes, KNN and random forest

R Devika, SV Avilala… - 2019 3rd International …, 2019 - ieeexplore.ieee.org
Chronic kidney disease (CKD), is also known as chronic nephritic sickness. It defines
constrains which affects your kidneys and reduces your potential to stay healthy. There will …

Neural network and support vector machine for the prediction of chronic kidney disease: A comparative study

NA Almansour, HF Syed, NR Khayat… - Computers in biology …, 2019 - Elsevier
This paper aims to assist in the prevention of Chronic Kidney Disease (CKD) by utilizing
machine learning techniques to diagnose CKD at an early stage. Kidney diseases are …

Prediction for chronic kidney disease by categorical and non_categorical attributes using different machine learning algorithms

S Pal - Multimedia Tools and Applications, 2023 - Springer
Chronic kidney disease (CKD) is a common disease as it is difficult to diagnose early due to
its lack of symptoms. The main goal is to first diagnose kidney failure, which is a requirement …

[PDF][PDF] Prediction of chronic kidney disease using machine learning algorithm

S Tekale, P Shingavi, S Wandhekar… - International Journal of …, 2018 - researchgate.net
In today's era everyone is trying to be conscious about health although due to workload and
busy schedule one gives attention to the health when it shows any symptoms of some kind …

[引用][C] Prediction of chronic kidney disease using random forest machine learning algorithm

M Kumar - International Journal of Computer Science and Mobile …, 2016