Data-driven early diagnosis of chronic kidney disease: development and evaluation of an explainable AI model

PA Moreno-Sánchez - IEEE Access, 2023 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD) is currently experiencing a growing worldwide incidence
and can lead to premature mortality if diagnosed late, resulting in rising costs to healthcare …

Investigation on explainable machine learning models to predict chronic kidney diseases

SK Ghosh, AH Khandoker - Scientific Reports, 2024 - nature.com
Chronic kidney disease (CKD) is a major worldwide health problem, affecting a large
proportion of the world's population and leading to higher morbidity and death rates. The …

Explainable prediction of chronic renal disease in the colombian population using neural networks and case-based reasoning

GR Vásquez-Morales, SM Martinez-Monterrubio… - Ieee …, 2019 - ieeexplore.ieee.org
This paper presents a neural network-based classifier to predict whether a person is at risk
of developing chronic kidney disease (CKD). The model is trained with the demographic …

A comprehensive unsupervised framework for chronic kidney disease prediction

L Antony, S Azam, E Ignatious, R Quadir… - IEEE …, 2021 - ieeexplore.ieee.org
The incidence, prevalence, and progression of chronic kidney disease (CKD) conditions
have evolved over time, especially in countries that have varied social determinants of …

Kidney disease prediction using a machine learning approach: A comparative and comprehensive analysis

SK Arjaria, AS Rathore, JS Cherian - … big data, machine learning, and deep …, 2021 - Elsevier
In our competitive world, the lifestyles of human beings are very irregular. Irregularities in
eating habits, daily routines, and workloads create a lot of tension that in turn leads to many …

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 …

Computer-aided diagnosis of chronic kidney disease in developing countries: A comparative analysis of machine learning techniques

A Sobrinho, ACMDS Queiroz, LD Da Silva… - IEEE …, 2020 - ieeexplore.ieee.org
The high incidence and prevalence of chronic kidney disease (CKD), often caused by late
diagnoses, is a critical public health problem, especially in developing countries such as …

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 …

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 …

[HTML][HTML] Chronic kidney disease prediction based on machine learning algorithms

MA Islam, MZH Majumder, MA Hussein - Journal of pathology informatics, 2023 - Elsevier
Chronic kidney disease (CKD) is a dangerous ailment that can last a person's entire life and
is caused by either kidney malignancy or decreased kidney functioning. It is feasible to halt …