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 …
Early prediction of chronic kidney disease: A comprehensive performance analysis of deep learning models
C Mondol, FMJM Shamrat, MR Hasan, S Alam… - Algorithms, 2022 - mdpi.com
Chronic kidney disease (CKD) is one of the most life-threatening disorders. To improve
survivability, early discovery and good management are encouraged. In this paper, CKD …
survivability, early discovery and good management are encouraged. In this paper, CKD …
[HTML][HTML] Chi2-MI: A hybrid feature selection based machine learning approach in diagnosis of chronic kidney disease
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 …
chronic renal disease. Because of the rising number of patients, the high risk of progression …
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 …
treatment of chronic kidney disease (CKD). CKD is an ailment which tends to damage the …
Chronic kidney disease diagnosis using decision tree algorithms
Abstract Background Chronic Kidney Disease (CKD), ie, gradual decrease in the renal
function spanning over a duration of several months to years without any major symptoms, is …
function spanning over a duration of several months to years without any major symptoms, is …
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 …
required as soon as possible. Machine learning technique has become reliable for medical …
An intelligent clinical support system for the early diagnosis of the chronic kidney disease
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 …
population. This disease is life-threatening, possessing high morbidity and mortality rates …
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 …
Chronic Kidney Disease (CKD). The average age of nephropathy for humans lies between …
Machine learning to predict end stage kidney disease in chronic kidney disease
Q Bai, C Su, W Tang, Y Li - Scientific reports, 2022 - nature.com
The purpose of this study was to assess the feasibility of machine learning (ML) in predicting
the risk of end-stage kidney disease (ESKD) from patients with chronic kidney disease …
the risk of end-stage kidney disease (ESKD) from patients with chronic kidney disease …
A Statistical Review on Machine Learning Based Medical Diagnostic Systems for Chronic Kidney Disease
A Sharma, D Singh - 2022 3rd International Conference on …, 2022 - ieeexplore.ieee.org
The decision making is a very challenging and complex process while doing the diagnosis
of any specific illness. Huge ambiguities and problems are faced in the process of …
of any specific illness. Huge ambiguities and problems are faced in the process of …