Prediction of chronic kidney disease-a machine learning perspective

P Chittora, S Chaurasia, P Chakrabarti… - IEEE …, 2021 - ieeexplore.ieee.org
Chronic Kidney Disease is one of the most critical illness nowadays and proper diagnosis is
required as soon as possible. Machine learning technique has become reliable for medical …

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 …

Predicting chronic kidney disease using hybrid machine learning based on apache spark

MA Abdel-Fattah, NA Othman… - Computational …, 2022 - Wiley Online Library
Chronic kidney disease (CKD) has become a widespread disease among people. It is
related to various serious risks like cardiovascular disease, heightened risk, and end‐stage …

[PDF][PDF] Generating comparative analysis of early stage prediction of Chronic Kidney Disease

LJ Rubini, P Eswaran - International Journal of Modern Engineering …, 2015 - academia.edu
Chronic Kidney Disease prediction is one of the most important issues in medical decision
making. The discovery of ckd prediction is an important task because it depends on experts …

Chronic kidney disease prediction using machine learning techniques

DA Debal, TM Sitote - Journal of Big Data, 2022 - Springer
Goal three of the UN's Sustainable Development Goal is good health and well-being where
it clearly emphasized that non-communicable diseases is emerging challenge. One of the …

Chronic kidney disease prediction using machine learning methods

IU Ekanayake, D Herath - 2020 Moratuwa Engineering …, 2020 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD) or chronic renal disease has become a major issue with a
steady growth rate. A person can only survive without kidneys for an average time of 18 …

[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 …

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 …

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 …