A novel approach to predict chronic kidney disease using machine learning algorithms

B Gudeti, S Mishra, S Malik… - 2020 4th …, 2020 - ieeexplore.ieee.org
A staggering 63,538 cases have been registered according to India's health statistics on
Chronic Kidney Disease (CKD). The average age of nephropathy for humans lies between …

A deep prediction of chronic kidney disease by employing machine learning method

D Baidya, U Umaima, MN Islam… - … on Trends in …, 2022 - ieeexplore.ieee.org
In recent years, people worldwide have been suffering from various types of kidney diseases
indescribably, among which chronic kidney disease (CKD) has exacerbated the situation …

Prediction of chronic kidney disease (CKD) using Data Science

NVG Raju, KP Lakshmi… - … and Control Systems …, 2019 - ieeexplore.ieee.org
Chronic kidney disease (CKD) is a perennial condition where the kidneys deteriorate and
stop functioning gradually. This disease has become one of the major public health …

Risk prediction of chronic kidney disease using machine learning algorithms

SY Yashfi, MA Islam, N Sakib, T Islam… - 2020 11th …, 2020 - ieeexplore.ieee.org
CKD is a serious reason of demise and disability. It was the 27th focal reason in 1990 and
became 18th focal reason in 2010. Near about 1 million people lose their life in 2013. In …

Classification system for prediction of chronic kidney disease using data mining techniques

I Saha, MK Gourisaria, GM Harshvardhan - Advances in Data and …, 2022 - Springer
Chronic kidney disease leads to the dysfunctioning of kidneys where it is unable to regulate
and filter minerals from the blood. To help the medical experts, this paper shows the …

Performance analysis of machine learning classifier for predicting chronic kidney disease

R Gupta, N Koli, N Mahor… - … Conference for Emerging …, 2020 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD) is a type of chronic disease which means it happens slowly
over a period of time and persists for a long time thereafter. It is deadly at its end stage and …

Risk factor prediction of chronic kidney disease based on machine learning algorithms

MA Islam, S Akter, MS Hossen, SA Keya… - 2020 3rd …, 2020 - ieeexplore.ieee.org
Chronic kidney disease (CKD) is an increasing medical issue that declines the productivity
of renal capacities and subsequently damages the kidneys. CKD is very common nowadays; …

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 …

Kidney disease prediction using a machine learning approach: A comparative and comprehensive analysis

SK Arjaria, AS Rathore, JS Cherian - … big data, machine learning, and deep …, 2021 - Elsevier
In our competitive world, the lifestyles of human beings are very irregular. Irregularities in
eating habits, daily routines, and workloads create a lot of tension that in turn leads to many …

Chronic kidney disease (CKD) diagnosis using multi-layer perceptron classifier

S Vashisth, I Dhall, S Saraswat - 2020 10th International …, 2020 - ieeexplore.ieee.org
Chronic Kidney Disease or CKD is one of the most widespread Kidney diseases that affect
people on a larger scale. It gives rise to other biological problems like weak bones, anemia …