Prominent features based chronic kidney disease prediction model using machine learning
J Singh, S Agarwal, P Kumar, D Rana… - 2022 3rd International …, 2022 - ieeexplore.ieee.org
Chronic Kidney disease is a significant public health concern across the world, with rising
incidence and prevalence, as well as negative effects such as renal failure, cardiovascular …
incidence and prevalence, as well as negative effects such as renal failure, cardiovascular …
Chronic kidney disease prediction using boosting techniques based on clinical parameters
Chronic kidney disease (CKD) has become a major global health crisis, causing millions of
yearly deaths. Predicting the possibility of a person being affected by the disease will allow …
yearly deaths. Predicting the possibility of a person being affected by the disease will allow …
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 …
or months, Chronic Kidney Disease is an uncharacteristic functioning of kidney or a failure of …
Clinically applicable machine learning approaches to identify attributes of chronic kidney disease (CKD) for use in low-cost diagnostic screening
Objective: Chronic kidney disease (CKD) is a major public health concern worldwide. High
costs of late-stage diagnosis and insufficient testing facilities can contribute to high morbidity …
costs of late-stage diagnosis and insufficient testing facilities can contribute to high morbidity …
Risk prediction of kidney disease using machine learning strategies
Classification is the most commonly applied machine learning technique that classifies large
population of records based on the training set and the feature values. The important task of …
population of records based on the training set and the feature values. The important task of …
Risk factor prediction of chronic kidney disease based on machine learning algorithms
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; …
of renal capacities and subsequently damages the kidneys. CKD is very common nowadays; …
Predict, diagnose, and treat chronic kidney disease with machine learning: a systematic literature review
F Sanmarchi, C Fanconi, D Golinelli, D Gori… - Journal of …, 2023 - Springer
Objectives In this systematic review we aimed at assessing how artificial intelligence (AI),
including machine learning (ML) techniques have been deployed to predict, diagnose, and …
including machine learning (ML) techniques have been deployed to predict, diagnose, and …
[Retracted] Comparative Analysis for Prediction of Kidney Disease Using Intelligent Machine Learning Methods
GM Ifraz, MH Rashid, T Tazin… - … Methods in Medicine, 2021 - Wiley Online Library
Chronic kidney disease (CKD) is a major burden on the healthcare system because of its
increasing prevalence, high risk of progression to end‐stage renal disease, and poor …
increasing prevalence, high risk of progression to end‐stage renal disease, and poor …
[HTML][HTML] Analysis of the performance of feature optimization techniques for the diagnosis of machine learning-based chronic kidney disease
MM Hossain, RA Swarna, R Mostafiz, P Shaha… - Machine Learning with …, 2022 - Elsevier
Chronic kidney disease (CKD) slowly decreases one's kidney ability. A machine learning
(ML) based early CKD diagnosis scheme can be an effective solution to reduce this harm …
(ML) based early CKD diagnosis scheme can be an effective solution to reduce this harm …