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 …

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 learning approach to predict chronic kidney disease in human

F Arafat, T Khan, AD Bapon, MI Khan… - 2021 IEEE 12th …, 2021 - ieeexplore.ieee.org
Renal turmoil otherwise called Chronic Kidney Disease (CKD) has been a very important
field of study for a long while now. Diagnosis of CKD requires a lot of tests and it's not a …

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 …

Survey on diagnosis of chronic kidney disease UsingMachine learning algorithms

A Vijayalakshmi, V Sumalatha - 2020 3rd International …, 2020 - ieeexplore.ieee.org
Kidney Damage is otherwise known as Chronic Kidney Disease (CKD) which is a common
term for various heterogeneous diseases in the kidneys. There are many cases with an …

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 …

Enhanced prediction of chronic kidney disease using feature selection and boosted classifiers

ID Mienye, G Obaido, K Aruleba, OA Dada - International Conference on …, 2021 - Springer
Chronic kidney disease (CKD) is a widespread illness affecting humans globally. It poses a
significant challenge for societies and global health care systems. Specialized screening …

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 …

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 …

Chronic kidney disease prediction using machine learning techniques

G Nandhini, J Aravinth - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Early diagnosis and characterization are the important components in determining the
treatment of chronic kidney disease (CKD). CKD is an ailment which tends to damage the …