An Intelligent Diagnostic System to Analyze Early‐Stage Chronic Kidney Disease for Clinical Application

NI Md. Ashafuddula, B Islam… - … Intelligence and Soft …, 2023 - Wiley Online Library
Chronic kidney disease (CKD) is a progressive condition characterized by the gradual
deterioration of kidney functions, potentially leading to kidney failure if not promptly …

Enhancing the early detection of chronic kidney disease: a robust machine learning model

MS Arif, A Mukheimer, D Asif - Big Data and Cognitive Computing, 2023 - mdpi.com
Clinical decision-making in chronic disorder prognosis is often hampered by high variance,
leading to uncertainty and negative outcomes, especially in cases such as chronic kidney …

[HTML][HTML] ML-CKDP: Machine learning-based chronic kidney disease prediction with smart web application

RK Halder, MN Uddin, MA Uddin, S Aryal… - Journal of Pathology …, 2024 - Elsevier
Chronic kidney diseases (CKDs) are a significant public health issue with potential for
severe complications such as hypertension, anemia, and renal failure. Timely diagnosis is …

[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 …

A machine learning method with filter-based feature selection for improved prediction of chronic kidney disease

SA Ebiaredoh-Mienye, TG Swart, E Esenogho… - Bioengineering, 2022 - mdpi.com
The high prevalence of chronic kidney disease (CKD) is a significant public health concern
globally. The condition has a high mortality rate, especially in developing countries. CKD …

Unlocking precision medicine for prognosis of chronic kidney disease using machine learning

Y Dubey, P Mange, Y Barapatre, B Sable, P Palsodkar… - Diagnostics, 2023 - mdpi.com
Chronic kidney disease (CKD) is a significant global health challenge that requires timely
detection and accurate prognosis for effective treatment and management. The application …

[HTML][HTML] A survey of machine learning in kidney disease diagnosis

J Qezelbash-Chamak, S Badamchizadeh… - Machine Learning with …, 2022 - Elsevier
Applications of Machine learning (ML) in health informatics have gained increasing
attention. The timely diagnosis of kidney disease and the subsequent immediate response …

Detection of Chronic Kidney Disease Using Machine Learning Approach

M Gollapalli, B Saad, J Alabdulkarim… - 2022 14th …, 2022 - ieeexplore.ieee.org
The slow progression of chronic kidney disease (CKD) makes early detection and effective
treatment the only ways to prevent the mortality rates. In this study, an amalgamation of …

Machine learning algorithm selection for chronic kidney disease diagnosis and classification

M Gokiladevi, S Santhoshkumar… - Malaysian Journal of …, 2022 - jupidi.um.edu.my
In last decades, chronic kidney disease (CKD) becomes a global health problem that is
steadily developing worldwide. It is a chronic illness highly related to increased morbidity …

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 …