Multiple Imputation by Chained Equations–K-Nearest Neighbors and Deep Neural Network Architecture for Kidney Disease Prediction

M Dhilsath Fathima, R Hariharan… - International Journal of …, 2023 - World Scientific
Chronic kidney disease (CKD) is a health concern that affects people all over the world.
Kidney dysfunction or impaired kidney functions are the causes of CKD. The machine …

[HTML][HTML] Hybrid missing data imputation and novel weight convolution neural network classifier for chronic kidney disease diagnosis

T Saroja, Y Kalpana - Measurement: Sensors, 2023 - Elsevier
CKD (chronic kidney disease) have been identified as a serious public health concern
globally. Machine learning models can successfully enable physicians to reach this aim …

A Lite-Weight Clinical Features Based Chronic Kidney Disease Diagnosis System Using 1D Convolutional Neural Network

HM Kafi, ASM Miah, J Shin… - … on Advancement in …, 2022 - ieeexplore.ieee.org
Chronic kidney disease (CKD) is heterogeneous disorders that affects the renal functions
and structures of millions of people around the globe, and it is one of the leading causes of …

A novel imputation method for effective prediction of coronary Kidney disease

SD Arasu, R Thirumalaiselvi - 2017 2nd International …, 2017 - ieeexplore.ieee.org
Kidney disease is become a popular disease in around the world. The prediction of kidney
disease is highly complex task while handling huge dataset. The kidney disease dataset …

A machine learning methodology for diagnosing chronic kidney disease

J Qin, L Chen, Y Liu, C Liu, C Feng, B Chen - IEEE access, 2019 - ieeexplore.ieee.org
Chronic kidney disease (CKD) is a global health problem with high morbidity and mortality
rate, and it induces other diseases. Since there are no obvious symptoms during the early …

[PDF][PDF] PREDICTION OF CHRONIC KIDNEY DISEASE IN HUMAN BEINGS-A MACHINE LEARNING PERSPECTIVE

D Ganesh, G Gopichand, MS Supriya, MS Shanthi… - researchgate.net
Chronic kidney disease (CKD) is a global-wideillness issue with high malaise and death toll
the underlying cause of many other disorders. Because there are no obvious signs at the …

Machine Learning Models for Analysis and Prediction of Chronic Kidney Disease

R Bhowmick, AX VM - 2023 9th International Conference on …, 2023 - ieeexplore.ieee.org
Chronic kidney disease is an abnormal human health disorder due to progressive the
malfunction of the kidney. This may cause critical kidney damage and other health issues if it …

Predicting and staging chronic kidney disease using optimized random forest algorithm

S Samet, MR Laouar, I Bendib - 2021 International Conference …, 2021 - ieeexplore.ieee.org
The silent killer Chronic Kidney Disease (CKD) in wealthy countries and listed with the
leading causes of death in impoverished countries. Because of its rising incidence, CKD is …

A novel hybrid imputation method to predict missing values in medical datasets

P Rani, R Kumar, A Jain - Mobile Radio Communications and 5G Networks …, 2022 - Springer
The performance of machine learning-based decision support systems for predicting any
disease is adversely affected by missing values in the dataset. Prediction of these missing …

Impact of machine learning-based imputation techniques on medical datasets-a comparative analysis

S Tiwaskar, M Rashid, P Gokhale - Multimedia Tools and Applications, 2024 - Springer
In the realm of medical datasets, particularly when considering diabetes, the occurrence of
data incompleteness is a prevalent issue. Unveiling valuable patterns through medical data …