An ensemble deep learning approach for Chronic kidney disease (CKD) prediction
A form of chronic disease-related kidney that causes a progressive decrease in kidney
function over time is Chronic kidney disease (CKD). The kidney's primary role is to filter …
function over time is Chronic kidney disease (CKD). The kidney's primary role is to filter …
Toward comprehensive chronic kidney disease prediction based on ensemble deep learning models
Chronic kidney disease (CKD) refers to the gradual decline of kidney function over months
or years. Early detection of CKD is crucial and significantly affects a patient's decreasing …
or years. Early detection of CKD is crucial and significantly affects a patient's decreasing …
[PDF][PDF] A new deep learning model for chronic kidney disease prediction
ABSTRACT Chronic Kidney Disease (CKD) is a life-threatening disease. Early diagnosis of
mortal illnesses is of utmost importance. Utilizing historical data for the prediction of future …
mortal illnesses is of utmost importance. Utilizing historical data for the prediction of future …
An ensemble learning-based model for effective chronic kidney disease prediction
S Kumari, SK Singh - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Due to rising chronic kidney disease (CKD) cases across the globe, it is required to be
detected and diagnosed effectively. Machine learning-based models can be an effective tool …
detected and diagnosed effectively. Machine learning-based models can be an effective tool …
Early prediction of chronic kidney disease based on ensemble of deep learning models and optimizers
Recent studies have proven that data analytics may assist in predicting events before they
occur, which may impact the outcome of current situations. In the medical sector, it has been …
occur, which may impact the outcome of current situations. In the medical sector, it has been …
[PDF][PDF] Chronic kidney disease prediction using machine learning
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 …
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 …
few years, posing a significant challenge for healthcare systems worldwide. The disease is …
Deep-kidney: an effective deep learning framework for chronic kidney disease prediction
Chronic kidney disease (CKD) is one of today's most serious illnesses. Because this disease
usually does not manifest itself until the kidney is severely damaged, early detection saves …
usually does not manifest itself until the kidney is severely damaged, early detection saves …
[PDF][PDF] CHRONIC KIDNEY DISEASE PREDICTION USING MACHINE LEARNING ALGORITHMS
V Srikanth - 2023 - ijte.uk
One of the biggest issues with death rate in medical field today is chronic kidney disease
(CKD), a slowly progressing illness that is sometimes detected too late. The prevalence of …
(CKD), a slowly progressing illness that is sometimes detected too late. The prevalence of …
A novel machine learning approach chronic kidney disease prediction
YDS Raju, KS Murthy, G Vatsa… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Chronic renal disease (CRD), also known as chronic kidney disease, is affecting an ever-
increasing number of people. This trend is expected to continue (CKD). The majority of …
increasing number of people. This trend is expected to continue (CKD). The majority of …