The Diagnosis and Estimate of Chronic Kidney Disease Using the Machine Learning Methods

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dc.contributor.authorÇelik, Enes
dc.contributor.authorAtalay, Muhammet
dc.contributor.authorAdil Kondiloglu
dc.date.accessioned2025-03-09T18:06:44Z
dc.date.available2025-03-09T18:06:44Z
dc.date.issued2016
dc.departmentBeykent Üniversitesi
dc.description.abstractChronic kidney disease is a prolonged disease that damages the kidneys and prevents the normal duties of the kidneys. This disease is diagnosed with an increase of urinary albumin excretion lasting more than three months or with significant reduction in a kidney functions. Chronic kidney disease can lead to complications such as high blood pressure, anemia, bone disease and cardiovascular disease. In this study we have been investigated to determine the factors that decisive for early detection of chronic kidney disease, launching early patients treatment processes, prevent complications resulting from the disease and predict of disease.  The study aimed diagnosis and prediction of disease using the data set that composed of data of 250 patients with chronic kidney disease and 150 healthy people. First, the chronic kidney disease data was classified with machine learning algorithms and then training and test results were analysed.  The estimation results of chronic kidney disease were compared with similar data and studies.
dc.identifier.doi10.18201/ijisae.265967
dc.identifier.endpage31
dc.identifier.issn2147-6799
dc.identifier.issueSpecial Issue-1
dc.identifier.startpage27
dc.identifier.urihttps://doi.org/10.18201/ijisae.265967
dc.identifier.urihttps://hdl.handle.net/20.500.12662/5050
dc.identifier.volume4
dc.language.isoen
dc.publisherİsmail SARITAŞ
dc.relation.ispartofInternational Journal of Intelligent Systems and Applications in Engineering
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_DergiPark_20250309
dc.subjectChronic Kidney Disease
dc.subjectMachine Learning
dc.subjectClassification
dc.titleThe Diagnosis and Estimate of Chronic Kidney Disease Using the Machine Learning Methods
dc.typeArticle

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