[HTML][HTML] Chronic kidney disease prediction using boosting techniques based on clinical parameters

SM Ganie, PK Dutta Pramanik, S Mallik, Z Zhao - Plos one, 2023 - journals.plos.org
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 …

Enhanced prediction of chronic kidney disease using feature selection and boosted classifiers

ID Mienye, G Obaido, K Aruleba, OA Dada - International Conference on …, 2021 - Springer
Chronic kidney disease (CKD) is a widespread illness affecting humans globally. It poses a
significant challenge for societies and global health care systems. Specialized screening …

Machine learning hybrid model for the prediction of chronic kidney disease

H Khalid, A Khan, M Zahid Khan… - Computational …, 2023 - Wiley Online Library
To diagnose an illness in healthcare, doctors typically conduct physical exams and review
the patient's medical history, followed by diagnostic tests and procedures to determine the …

[PDF][PDF] Chronic kidney disease prediction using machine learning

C Kaur, MS Kumar, A Anjum, MB Binda, MR Mallu… - Journal of Advances in …, 2023 - jait.us
The occurrence of Chronic Renal Disease (CRD), is also referred to as Chronic Kidney
Disease (CKD). It depicts a medical condition that harms the kidneys and has an impact on a …

A deep prediction of chronic kidney disease by employing machine learning method

D Baidya, U Umaima, MN Islam… - … on Trends in …, 2022 - ieeexplore.ieee.org
In recent years, people worldwide have been suffering from various types of kidney diseases
indescribably, among which chronic kidney disease (CKD) has exacerbated the situation …

Performance evaluation of ensemble-based machine learning techniques for prediction of chronic kidney disease

KM Zubair Hasan, M Zahid Hasan - Emerging Research in Computing …, 2019 - Springer
Chronic kidney disease (CKD) is widespread and related with enhanced risk of
cardiovascular disease and end-stage renal disease, which are possibly escapable through …

[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 …

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 …

Detection of chronic kidney disease using machine learning algorithms with least number of predictors

M Almasoud, TE Ward - International Journal of Soft Computing and Its …, 2019 - doras.dcu.ie
Chronic kidney disease (CKD) is one of the most critical health problems due to its
increasing prevalence. In this paper, we aim to test the ability of machine learning algorithms …

[HTML][HTML] 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 …