Deep Learning Algorithms for the Prediction of Renal Failure: A Case Study from Tanzania's Muhimbili National Hospital

T Fihavango, F Igira, N Talawa… - 2023 First International …, 2023 - ieeexplore.ieee.org
Renal failure occurs when kidney function fails, and the nephron is the major engine for
renal function. Patients fail to detect kidney disease in its early stages, leaving them with just …

Assessment of deep neural network for prediction of chronic kidney disease

N Gupta, HK Gupta, S Vaishali… - 2023 14th International …, 2023 - ieeexplore.ieee.org
This study uses deep learning techniques to detect chronic kidney disease at earlier stage to
aid in its prevention. Disorders that affect the kidney's natural function are referred to as …

Prediction of chronic kidney disease using deep neural network

II Iliyas, IR Saidu, AB Dauda, S Tasiu - arXiv preprint arXiv:2012.12089, 2020 - arxiv.org
Deep neural Network (DNN) is becoming a focal point in Machine Learning research. Its
application is penetrating into different fields and solving intricate and complex problems …

Predicting Kidney Failure using an Ensemble Machine Learning Model: A Comparative Study

MS Haque, MS Amin, S Ahmad… - 2023 10th …, 2023 - ieeexplore.ieee.org
Within the domain of healthcare, medical diagnoses invariably necessitate comprehensive
physical examinations and meticulous reviews of patients' medical histories. This study …

Predicting chronic kidney disease using machine learning

M Gupta, P Gupta - … for Healthcare: Internet of Things and Deep …, 2021 - Wiley Online Library
The kidney is a vital organ of the body. The function of kidney is to filter the blood in the
body. When the kidneys filter blood, urine is made from excess and excess fluid in the body …

[PDF][PDF] Analysis of Prediction of Kidney Diseases Using Neural Network Techniques

AMAA Ali - network, 2021 - researchgate.net
Deep neural networks (DNN) are gaining importance in the area of machine learning
research. Its use is developing into emerging fields and solving professional plus difficult …

Chronic Kidney Disease Prediction using Deep Neural Network

K Jhumka, MM Auzine, MS Casseem… - … Conference on Next …, 2022 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD) is a global health issue and symptoms are not always visible
at the early stage. Deep learning techniques can be developed to determine the factors that …

A Study on Machine Learning and Deep Learning Techniques Applied in Predicting Chronic Kidney Diseases

K Chapa, B Ravi - International Conference on Soft Computing and …, 2023 - Springer
Chronic kidney disease (CKD) is one of the heterogeneous disorders in which the kidneys'
functionality degenerates over time. Although there is a range of abnormalities in kidney …

A deep learning approach for kidney disease recognition and prediction through image processing

K Kumar, M Pradeepa, M Mahdal, S Verma… - Applied Sciences, 2023 - mdpi.com
Chronic kidney disease (CKD) is a gradual decline in renal function that can lead to kidney
damage or failure. As the disease progresses, it becomes harder to diagnose. Using routine …

Early Prediction and Risk Identification of Chronic Kidney Disease Using Deep Learning Technique

HAM Tabish, SM Arbaz, M Agarwal… - 2024 15th International …, 2024 - ieeexplore.ieee.org
In this research, we explore the efficacy of advanced learning models for classifying images
by utilizing the ResNet50, MobileNet, and InceptionV3 frameworks. Through our …