An ensemble learning approach for chronic kidney disease prediction using different machine learning algorithms with correlation based feature selection

MM Hassan, T Ahamad, S Das - 2022 25th International …, 2022 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD), also known as Chronic Renal Disease is considered one of
the biggest reasons acting behind deaths in adults all over the globe and the number is …

Prediction of Chronic Kidney Disease Using Various Machine Learning Algorithms

D Anil, S Naimudden, AS Reddy… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
Chronic Renal Disease (CRD), often referred to as Chronic Kidney Disease (CKD), has
become more prevalent over time. Only 18 days may be spent without a functioning kidney …

[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 …

Optimized Ensemble Machine Learning Model for Chronic Kidney Disease Prediction

C Choudhary, LS Nagra, P Das, J Singh… - 2023 International …, 2023 - ieeexplore.ieee.org
The prevalence of chronic kidney illness has been increasing by a rate of 41.5 over the past
few years, posing a significant challenge for healthcare systems worldwide. The disease is …

A Novel Method to Predict Chronic Kidney Disease using Optimized Deep Learning Algorithm

I Preethi, K Dharmarajan, B Sharma… - 2024 21st Learning …, 2024 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD), a significant global health issue and has a major impact on
a vast number of people. In the early stages, it is impossible to identify the disease's …

Chronic Kidney Disease Prediction Using Random Forest, Decision Tree and Ada Boost Classifier

M Agrawal, N Mohan, V Jain - 2023 4th International …, 2023 - ieeexplore.ieee.org
Millions of individuals worldwide are afflicted with the common and possibly fatal ailment
known as chronic kidney disease (CKD). By allowing for prompt diagnosis and care, early …

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 …

Performance Analysis of Machine Learning Algorithms in Chronic Kidney Disease Prediction

I Ahmed, TE Chowdhury, BB Routh… - 2022 IEEE 13th …, 2022 - ieeexplore.ieee.org
Kidneys are the filter of the human body. About 10% of the global population is thought to be
affected by Chronic Kidney Disease (CKD), which causes kidney function to decline. To …

Chronic kidney disease prediction using different machine learning models

AP Datir, SS Funde, NT Bhore… - … on Emerging Trends …, 2022 - ieeexplore.ieee.org
A kidney's major purpose is to eliminate waste materials and excess fluids from the body
through urine, which helps to maintain a stable chemical equilibrium in the body. Chronic …

[PDF][PDF] Chronic Kidney Disease Prediction Using Gradient Boosting and KNN Classifier

ORP Kumar, TN Sampath, ML Narayana… - International Journal of …, 2021 - academia.edu
Chronic kidney disease (CKD) is a global prevalent ailment that causes lives in a
predominant number. Predictive analytics for healthcare using machine learning is a …