[Retracted] Early Detection and Diagnosis of Chronic Kidney Disease Based on Selected Predominant Features

Z Ullah, M Jamjoom - Journal of healthcare engineering, 2023 - Wiley Online Library
In numerous perilous cases, a quick medical decision is needed for the early detection of
chronic diseases to avoid austere consequences that may be fatal. Chronic kidney disease …

Diagnosis of chronic kidney disease using effective classification algorithms and recursive feature elimination techniques

EM Senan, MH Al-Adhaileh, FW Alsaade… - Journal of healthcare …, 2021 - Wiley Online Library
Chronic kidney disease (CKD) is among the top 20 causes of death worldwide and affects
approximately 10% of the world adult population. CKD is a disorder that disrupts normal …

A comprehensive analysis on detecting chronic kidney disease by employing machine learning algorithms

MM Nishat, F Faisal, RR Dip… - … on Pervasive Health …, 2021 - publications.eai.eu
Abstract INTRODUCTION: Chronic Kidney Disease refers to the slow, progressive
deterioration of kidney functions. However, the impairment is irreversible and imperceptible …

An intelligent clinical support system for the early diagnosis of the chronic kidney disease

D Swain, H Patel, K Patel, V Sakariya… - 2022 IEEE 2nd …, 2022 - ieeexplore.ieee.org
Chronic kidney disease is a fatal renal illness, affecting a huge percentage of the world's
population. This disease is life-threatening, possessing high morbidity and mortality rates …

Clinically applicable machine learning approaches to identify attributes of chronic kidney disease (CKD) for use in low-cost diagnostic screening

M Rashed-Al-Mahfuz, A Haque, A Azad… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
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 …

[HTML][HTML] Chi2-MI: A hybrid feature selection based machine learning approach in diagnosis of chronic kidney disease

SK Dey, KMM Uddin, HMH Babu, MM Rahman… - Intelligent Systems with …, 2022 - Elsevier
Early detection and characterization are considered crucial in treating and controlling the
chronic renal disease. Because of the rising number of patients, the high risk of progression …

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 …

[PDF][PDF] An Ensemble Learning Approach for detection of Chronic Kidney Disease (CKD)

BN Swamy, R Nakka, A Sharma… - Journal of Intelligent …, 2023 - researchgate.net
Chronic kidney disease (CKD) is a common and possibly fatal condition affecting billions
worldwide. Early detection and accurate diagnosis of CKD are critical for timely intervention …

Intelligent diagnostic prediction and classification models for detection of kidney disease

RC Poonia, MK Gupta, I Abunadi, AA Albraikan… - Healthcare, 2022 - mdpi.com
Kidney disease is a major public health concern that has only recently emerged. Toxins are
removed from the body by the kidneys through urine. In the early stages of the condition, the …

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 …