Development of a predictive analytic system for chronic kidney disease using ensemble-based machine learning

Z Hasan, RR Khan, W Rifat, DS Dipu… - … Science of Riga …, 2021 - ieeexplore.ieee.org
Chronic kidney disease (CKD) is one of the severe diseases in which kidney functions are
lost gradually over months to years. Though, in the early stages of CKD little to no symptoms …

Comparative analysis of predictive machine learning algorithms for chronic kidney disease

K Kangra, J Singh - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD) is a serious lifelong ailment caused kidney malfunction. To
diagnose CKD, number of EHRs generated and manually process them is difficult. So, to …

Machine learning models for chronic kidney disease diagnosis and prediction

MM Rahman, M Al-Amin, J Hossain - Biomedical Signal Processing and …, 2024 - Elsevier
Background and objective Chronic kidney disease is a severe health problem that affects
people all over the world, particularly in South Asia. Therefore, proper diagnosis and …

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 …

Performance evaluation of ensemble-based machine learning techniques for prediction of chronic kidney disease

KM Zubair Hasan, M Zahid Hasan - Emerging Research in Computing …, 2019 - Springer
Chronic kidney disease (CKD) is widespread and related with enhanced risk of
cardiovascular disease and end-stage renal disease, which are possibly escapable through …

Optimized Ensemble Machine Learning Model for Chronic Kidney Disease Prediction

C Choudhary, LS Nagra, P Das, J Singh… - 2023 International …, 2023 - ieeexplore.ieee.org
The prevalence of chronic kidney illness has been increasing by a rate of 41.5 over the past
few years, posing a significant challenge for healthcare systems worldwide. The disease is …

Chronic Renal Disease Prediction using Clinical Data and Different Machine Learning Techniques

MMS Raihan, E Ahmed, A Karim… - 2021 2nd …, 2021 - ieeexplore.ieee.org
Chronic Renal Disease (CRD) or Chronic Kidney Disease (CKD) is defined as the
continuous loss of kidney function. It's a long-term condition in which the kidney or renal …

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 …

[PDF][PDF] The Performance of Machine Learning for Chronic Kidney Disease Diagnosis

TA Assegie, YB Chekol - Emerging Science Innovation, 2023 - pdfs.semanticscholar.org
This paper aims to review the performance of different machine learning (ML) models and
develop models for the automated diagnosis of chronic kidney disease. To detect chronic …

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; …