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 …

[PDF][PDF] Comparative study of chronic kidney disease prediction using KNN and SVM

P Sinha, P Sinha - International Journal of Engineering Research …, 2015 - academia.edu
Chronic kidney disease (CKD), also known as chronic renal disease. Chronic kidney
disease involves conditions that damage your kidneys and decrease their ability to keep you …

[PDF][PDF] Chronic kidney disease prediction using machine learning models

S Revathy, B Bharathi, P Jeyanthi… - International Journal of …, 2019 - researchgate.net
The field of biosciences have advanced to a larger extent and have generated large
amounts of information from Electronic Health Records. This have given rise to the acute …

[HTML][HTML] Prediction of chronic kidney disease using different classification algorithms

KM Almustafa - Informatics in Medicine Unlocked, 2021 - Elsevier
Chronical kidney disease (CKD) is a common kidney function problem that causes
deterioration of kidney performance and leads to kidney failure. An early diagnostic …

Detection of chronic kidney disease using machine learning algorithms with least number of predictors

M Almasoud, TE Ward - International Journal of Soft Computing and Its …, 2019 - doras.dcu.ie
Chronic kidney disease (CKD) is one of the most critical health problems due to its
increasing prevalence. In this paper, we aim to test the ability of machine learning algorithms …

Machine learning hybrid model for the prediction of chronic kidney disease

H Khalid, A Khan, M Zahid Khan… - Computational …, 2023 - Wiley Online Library
To diagnose an illness in healthcare, doctors typically conduct physical exams and review
the patient's medical history, followed by diagnostic tests and procedures to determine the …

[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 …

Predicting the risk of chronic kidney disease (ckd) using machine learning algorithm

W Wang, G Chakraborty, B Chakraborty - Applied Sciences, 2020 - mdpi.com
Background: Creatinine is a type of metabolite of blood that is strongly correlated to
glomerular filtration rate (GFR). As measuring GFR is difficult, creatinine value is used for …

A comprehensive analysis on detecting chronic kidney disease by employing machine learning algorithms

MM Nishat, F Faisal, RR Dip… - … on Pervasive Health …, 2021 - publications.eai.eu
Abstract INTRODUCTION: Chronic Kidney Disease refers to the slow, progressive
deterioration of kidney functions. However, the impairment is irreversible and imperceptible …

A Novel Approach to Optimize Prediction Method for Chronic Kidney Disease with the Help of Machine Learning Algorithm

SS Vellela, LR Vuyyuru… - … and Informatics (IC3I …, 2023 - ieeexplore.ieee.org
The loss of kidney function is called Chronic Kidney Disease (CKD). Over a period of years
or months, Chronic Kidney Disease is an uncharacteristic functioning of kidney or a failure of …