[HTML][HTML] Early prediction of chronic kidney disease: A comprehensive performance analysis of deep learning models

C Mondol, FMJM Shamrat, MR Hasan, S Alam… - Algorithms, 2022 - mdpi.com
Chronic kidney disease (CKD) is one of the most life-threatening disorders. To improve
survivability, early discovery and good management are encouraged. In this paper, CKD …

Comprehensive performance assessment of deep learning models in early prediction and risk identification of chronic kidney disease

S Akter, A Habib, MA Islam, MS Hossen… - IEEE …, 2021 - ieeexplore.ieee.org
The incidence of chronic kidney disease (CKD) is rising rapidly around the globe.
Asymptomatic CKD is common and guideline-directed monitoring to predict CKD by various …

[HTML][HTML] Deep-kidney: an effective deep learning framework for chronic kidney disease prediction

D Saif, AM Sarhan, NM Elshennawy - Health Information Science and …, 2023 - Springer
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 …

[HTML][HTML] A comparative assessment of artificial intelligence models used for early prediction and evaluation of chronic kidney disease

R Sawhney, A Malik, S Sharma, V Narayan - Decision Analytics Journal, 2023 - Elsevier
Abstract Chronic Kidney Disease (CKD) is one of the most prevalent and fatal diseases
influencing people on a larger that remains dormant until irreversible damage has been …

[HTML][HTML] Toward comprehensive chronic kidney disease prediction based on ensemble deep learning models

DM Alsekait, H Saleh, LA Gabralla, K Alnowaiser… - Applied Sciences, 2023 - mdpi.com
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 …

Early prediction of chronic kidney disease using deep belief network

SMM Elkholy, A Rezk, AAEF Saleh - IEEE Access, 2021 - ieeexplore.ieee.org
Chronic kidney disease (CKD) is still a health concern despite advances in surgical care
and treatment. CKD's growth in recent years has gained much interest from researchers …

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 …

[HTML][HTML] Early prediction of chronic kidney disease based on ensemble of deep learning models and optimizers

D Saif, AM Sarhan, NM Elshennawy - Journal of electrical systems and …, 2024 - Springer
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 …

[HTML][HTML] Unveiling the predictive power: a comprehensive study of machine learning model for anticipating chronic kidney disease

N Khan, MA Raza, NH Mirjat, N Balouch… - Frontiers in Artificial …, 2024 - frontiersin.org
In today's modern era, chronic kidney disease stands as a significantly grave ailment that
detrimentally impacts human life. This issue is progressively escalating in both developed …

An explainable deep learning model for prediction of early‐stage chronic kidney disease

V Arumugham, BP Sankaralingam… - Computational …, 2023 - Wiley Online Library
Chronic kidney disease (CKD) is a major public health concern with rising prevalence and
huge costs associated with dialysis and transplantation. Early prediction of CKD can reduce …