Article

Exploring Machine Learning Algorithms-Aid Diagnosis for Chronic Kidney Disease

2023-11-30

Abstract excerpt

Chronic Kidney Disease is a medical condition that causes the decrease in the kidney function and can eventually derive in a total cessation of the work of the organ. It currently affects >10% of the global population, and the number is expected to grow within the next few years, since the correlated diabetes condition is escalating too. Diagnosing the disease on its early stages is crucial to improve life qual...

Topics

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

Identifiers and source

Literature Corpus work: ac6b587c-f4f0-5a6c-95b1-65249050b084
DOI: 10.20944/preprints202311.1964.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Exploring Machine Learning Algorithms-Aid Diagnosis for Chronic Kidney DiseaseDOI 10.20944/preprints202311.1964.v1Read

Predicting the risk of chronic kidney disease using Machine Learning AlgorithmsSemantic 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

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

Artificial Intelligence for the Diagnosis and Treatment of Diabetes Kidney Disease: a systematic reviewSemantic proximity Read

Artificial Intelligence for Chronic Kidney Disease Early Detection and PrognosisSemantic proximity Read

Construction of Predictive Model of Interstitial Fibrosis and Tubular Atrophy (IFTA) After Kidney Transplantation with Machine Learning AlgorithmSemantic proximity Read

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

Interpretable Machine Learning Model for Pediatric Primary Nephrotic Syndrome Risk PredictionSemantic proximity Read

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

Chronic Kidney Disease.Semantic proximity Read