Article

Predicting the risk of chronic kidney disease using Machine Learning Algorithms

2024-01-22

Abstract excerpt

<title>Abstract</title> <p><bold>Background and Objective</bold>: Chronic kidney disease (CKD) is among the most severe diseases in the modern world adversely affecting human life. Various risk factors, such as age, sex, diabetes, and hypertension, predispose to the occurrence of CKD. The aim of this study was to determine the predictors of CKD using machine learning algorithms. <bold>Materials and Methods</bold>...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: b73cb96b-bf81-5e32-b907-6634162456f7
DOI: 10.21203/rs.3.rs-3862496/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Predicting the risk of chronic kidney disease using Machine Learning AlgorithmsDOI 10.21203/rs.3.rs-3862496/v1Read

An Early Prediction Model for Chronic Kidney DiseaseSemantic proximity Read

Development of Chronic Kidney Disease Risk Prediction and Management System- Research studySemantic proximity Read

Assessment of risk prediction models for chronic kidney disease: a global perspectiveSemantic proximity Read

An early prediction model for chronic kidney disease.Semantic proximity Read

Exploring Machine Learning Algorithms-Aid Diagnosis for Chronic Kidney DiseaseSemantic proximity Read

Chronic kidney disease in Low- and Middle- Income Countries: Protocol for a systematic review of diagnostic and prognostic modelsSemantic proximity Read

Construction and evaluation of an integrated predictive model for chronic kidney disease based on the random forest and artificial neural network approachesSemantic proximity Read

Chronic Kidney Disease Prediction in Different Populations Using Routine Urine Test: A Multi-Center StudySemantic proximity Read

Assessing the Generalizability of Machine Learning Models for Chronic Kidney Disease Prediction Using Cross-Dataset ValidationSemantic proximity Read

Predicting Incident Chronic Kidney Disease Using Longitudinal Health Examination Data: A Machine Learning StudySemantic proximity Read

Machine learning for classifying chronic kidney disease and predicting creatinine levels using at-home measurementsSemantic proximity Read

Search AI: a Machine Learning algorithm for chronic kidney disease risk detection using eight readily available clinical featuresSemantic proximity Read