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; …

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 …

Optimization of prediction method of chronic kidney disease using machine learning algorithm

P Ghosh, FMJM Shamrat, S Shultana… - … joint symposium on …, 2020 - ieeexplore.ieee.org
Chronic Kidney disease (CKD), a slow and late-diagnosed disease, is one of the most
important problems of mortality rate in the medical sector nowadays. Based on this critical …

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 …

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 …

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 …

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 …

Machine learning applied to kidney disease prediction: Comparison study

AKMSA Rabby, R Mamata, MA Laboni… - 2019 10th …, 2019 - ieeexplore.ieee.org
Machine learning has earned a remarkable position in healthcare sector because of its
capability to enhance the disease prediction in healthcare sector. Artificial intelligence and …

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 …

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 …