Predicting chronic kidney disease using hybrid machine learning based on apache spark
MA Abdel-Fattah, NA Othman… - Computational …, 2022 - Wiley Online Library
Chronic kidney disease (CKD) has become a widespread disease among people. It is
related to various serious risks like cardiovascular disease, heightened risk, and end‐stage …
related to various serious risks like cardiovascular disease, heightened risk, and end‐stage …
Data-driven early diagnosis of chronic kidney disease: development and evaluation of an explainable AI model
PA Moreno-Sánchez - IEEE Access, 2023 - ieeexplore.ieee.org
Chronic Kidney Disease (CKD) is currently experiencing a growing worldwide incidence
and can lead to premature mortality if diagnosed late, resulting in rising costs to healthcare …
and can lead to premature mortality if diagnosed late, resulting in rising costs to healthcare …
A machine learning analysis of health records of patients with chronic kidney disease at risk of cardiovascular disease
Chronic kidney disease (CKD) describes a long-term decline in kidney function and has
many causes. It affects hundreds of millions of people worldwide every year. It can have a …
many causes. It affects hundreds of millions of people worldwide every year. It can have a …
Intelligent knowledge consolidation: from data to wisdom
Abstract Knowledge based systems have accomplished remarkable achievements in
assisting evidence based decision making for complex problems. However, machine …
assisting evidence based decision making for complex problems. However, machine …
Ensemble feature ranking for cost-based non-overlapping groups: A case study of chronic kidney disease diagnosis in developing countries
Chronic kidney disease (CKD) is one of the leading medical ailments in developing
countries. Due to the limited healthcare infrastructure and the lack of trained human …
countries. Due to the limited healthcare infrastructure and the lack of trained human …
Efficient classification of kidney disease detection using Heterogeneous Modified Artificial Neural Network and Fruit Fly Optimization Algorithm
Chronic kidney disease (CKD), a significant issue for public health, affects millions of
individuals globally. The course of end-stage renal disease must be stopped or reversed …
individuals globally. The course of end-stage renal disease must be stopped or reversed …
[HTML][HTML] Analyzing Longitudinal Health Screening Data with Feature Ensemble and Machine Learning Techniques: Investigating Diagnostic Risk Factors of Metabolic …
Longitudinal data, while often limited, contain valuable insights into features impacting
clinical outcomes. To predict the progression of chronic kidney disease (CKD) in patients …
clinical outcomes. To predict the progression of chronic kidney disease (CKD) in patients …
[HTML][HTML] Identifying complex emotions in alexithymia affected adolescents using machine learning techniques
SD ArulDass, P Jayagopal - Diagnostics, 2022 - mdpi.com
Many scientific researchers' study focuses on enhancing automated systems to identify
emotions and thus relies on brain signals. This study focuses on how brain wave signals can …
emotions and thus relies on brain signals. This study focuses on how brain wave signals can …
Weighted fuzzy C means and enhanced adaptive neuro-fuzzy inference based chronic kidney disease classification
M Lincy Jacquline, N Sudha - Journal of Fuzzy Extension and …, 2024 - journal-fea.com
Chronic nephritic sickness is another name for Chronic Kidney Disease (CKD). Numerous
complications, such as elevated blood levels, anemia, weak bones, and nerve damage …
complications, such as elevated blood levels, anemia, weak bones, and nerve damage …
Early-stage diagnosis of chronic kidney disease using majority vote–Grey Wolf optimization (MV-GWO)
M Siddhartha, V Kumar, R Nath - Health and Technology, 2022 - Springer
Abstract Chronic Kidney Disease (CKD) is a serious health issue that is growing at an
alarming rate. A person having CKD can only be saved by providing kidney transplantation …
alarming rate. A person having CKD can only be saved by providing kidney transplantation …