A Review on Kidney Failure Prediction Using Machine Learning Models
BP Naveenya, J Premalatha - Reliability Engineering for Industrial …, 2024 - Springer
End-stage renal disease (ESRD), commonly known as kidney failure, is a critical medical
condition that has a significant impact on global health. Early detection of kidney failure is …
condition that has a significant impact on global health. Early detection of kidney failure is …
Predicting the Risk of Chronic Kidney Disease Using Machine Learning
X Xu - Available at SSRN 4636627, 2023 - papers.ssrn.com
Chronic kidney disease (CKD) is a progressive condition resulting in the gradual decline of
kidney function, impacting overall health and potentially leading to fatal consequences if not …
kidney function, impacting overall health and potentially leading to fatal consequences if not …
Predicting Kidney Failure using an Ensemble Machine Learning Model: A Comparative Study
Within the domain of healthcare, medical diagnoses invariably necessitate comprehensive
physical examinations and meticulous reviews of patients' medical histories. This study …
physical examinations and meticulous reviews of patients' medical histories. This study …
[HTML][HTML] Predicting the Progression of Chronic Kidney Disease: A Systematic Review of Artificial Intelligence and Machine Learning Approaches
F Khalid, L Alsadoun, F Khilji, M Mushtaq… - Cureus, 2024 - ncbi.nlm.nih.gov
Chronic kidney disease (CKD) is a progressive condition characterized by gradual loss of
kidney function, necessitating timely monitoring and interventions. This systematic review …
kidney function, necessitating timely monitoring and interventions. This systematic review …
Comparative Analysis of Machine Learning Classification Techniques for Kidney Disease Prediction
To find the high-risk people before they experience final-stage renal failure, an accurate
early prediction model must be created considering the rise in the incidence of chronic …
early prediction model must be created considering the rise in the incidence of chronic …
[HTML][HTML] Machine learning to predict end stage kidney disease in chronic kidney disease
Q Bai, C Su, W Tang, Y Li - Scientific reports, 2022 - nature.com
The purpose of this study was to assess the feasibility of machine learning (ML) in predicting
the risk of end-stage kidney disease (ESKD) from patients with chronic kidney disease …
the risk of end-stage kidney disease (ESKD) from patients with chronic kidney disease …
[HTML][HTML] Prediction and diagnosis of chronic kidney disease development and progression using machine-learning: Protocol for a systematic review and meta-analysis …
F Chen, P Kantagowit, T Nopsopon, A Chuklin… - Plos one, 2023 - journals.plos.org
Chronic Kidney disease (CKD) is an important yet under-recognized contributor to morbidity
and mortality globally. Machine-learning (ML) based decision support tools have been …
and mortality globally. Machine-learning (ML) based decision support tools have been …
[PDF][PDF] Unlocking Precision Medicine for Prognosis of Chronic Kidney Disease Using Machine Learning. Diagnostics 2023, 13, 3151
Chronic kidney disease (CKD) is a significant global health challenge that requires timely
detection and accurate prognosis for effective treatment and management. The application …
detection and accurate prognosis for effective treatment and management. The application …
[HTML][HTML] Unlocking Precision Medicine for Prognosis of Chronic Kidney Disease Using Machine Learning
Chronic kidney disease (CKD) is a significant global health challenge that requires timely
detection and accurate prognosis for effective treatment and management. The application …
detection and accurate prognosis for effective treatment and management. The application …
Comprehensive performance assessment of deep learning models in early prediction and risk identification of chronic kidney disease
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 …
Asymptomatic CKD is common and guideline-directed monitoring to predict CKD by various …