Comparison of Multi Layer Perceptron and Jordan Elman Neural Networks for Diagnosis of Hypertension

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dc.contributor.authorTurk, Fuat
dc.contributor.authorBarisci, Necaattin
dc.contributor.authorCiftci, Aydin
dc.contributor.authorEkmekci, Yakup
dc.date.accessioned2020-06-25T18:15:44Z
dc.date.available2020-06-25T18:15:44Z
dc.date.issued2015
dc.departmentKırıkkale Üniversitesi
dc.descriptionBARISCI, Necaattin/0000-0002-8762-5091
dc.description.abstractIn this study, from 150 individuals over the age of 30 taken no drugs, sex, age, height, weight, HDL, LDL, Triglyceride, smoking and uric acid were measured. 65 of them are normal but 85 consist of the patients. This data was transferred to the computer by processing methods of quantitative analysis. Data obtained of each patient was applied Artificial Neural Network (ANN) models. The results obtained will be classified as either normal or the patient. Using Multi Layer Perceptron (MLP) neural network, 80.4% of patient individuals and 81.8% of normal individuals were classified correctly. Using Jordan Elman neural network, 85.3% of the patient individuals and 87.8% of normal individuals were classified correctly.en_US
dc.identifier.citationclosedAccessen_US
dc.identifier.doi10.1080/10798587.2014.959312
dc.identifier.endpage134en_US
dc.identifier.issn1079-8587
dc.identifier.issn2326-005X
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-84920166654
dc.identifier.scopusqualityQ2
dc.identifier.startpage123en_US
dc.identifier.urihttps://doi.org/10.1080/10798587.2014.959312
dc.identifier.urihttps://hdl.handle.net/20.500.12587/6246
dc.identifier.volume21en_US
dc.identifier.wosWOS:000346832900009
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherTsi Pressen_US
dc.relation.ispartofIntelligent Automation And Soft Computing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMulti Layer Perceptron (MLP) neural networken_US
dc.subjectHypertensionen_US
dc.subjectJordan Elman neural networken_US
dc.subjectArtificial Neural Networks (ANN)en_US
dc.titleComparison of Multi Layer Perceptron and Jordan Elman Neural Networks for Diagnosis of Hypertensionen_US
dc.typeArticle

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