Analysis of intervariable relationships between major risk factors in the development of coronary artery disease

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dc.contributor.authorTuere, Mevluet
dc.contributor.authorKurt, Iman
dc.contributor.authorKueruem, Turhan
dc.date.accessioned2024-06-12T10:56:08Z
dc.date.available2024-06-12T10:56:08Z
dc.date.issued2007
dc.departmentTrakya Üniversitesien_US
dc.description.abstractObjective: The purpose of this study is to determine how the major risk factors are related to each other in the development of coronary artery disease (CAD) using Chi-squared Automatic Interaction Detection (CHAID). Methods: All patients with suspected CAD seen in the cardiology clinic between January 1999 and February 2003 who underwent coronary angiography were included in the study. A retrospective analysis was performed in 1381 patients. In all patients' sex, age, type II diabetes mellitus, hypercholesterolemia, systemic hypertension, smoking status, family history of CAD, body mass index (BMI) were assessed. Results: According to classification tree, first-level split produced the two initial branches: female (unadjusted presence percentage = 48.07%) versus male (unadjusted presence percentage = 78.02%). For the male aged between 49-81 years and the female aged between 15-48, 49-60 and 61-71 years, diabetes mellitus was the most prominent risk factor. However, hypercholesterolemia was the best predicting variable for the females aged between 72-81 years. For the females of 15-48 years and 49-60 years age categories without diabetes mellitus, smoking status and family history of CAD had important contribution to the model. Conclusion: Sorting the major risk factors of CAD from the most to least according to the classification importance was resulted as sex, age, diabetes mellitus, hypercholesterolemia, family history of CAD and smoking status.en_US
dc.identifier.endpage145en_US
dc.identifier.issn2149-2263
dc.identifier.issn2149-2271
dc.identifier.issue2en_US
dc.identifier.pmid17513208en_US
dc.identifier.startpage140en_US
dc.identifier.urihttps://hdl.handle.net/20.500.14551/19683
dc.identifier.volume7en_US
dc.identifier.wosWOS:000254243500006en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherAvesen_US
dc.relation.ispartofAnatolian Journal Of Cardiologyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCHAIDen_US
dc.subjectCoronary Artery Diseaseen_US
dc.subjectRisk Factorsen_US
dc.subjectClassification Treeen_US
dc.subjectCardiovascular Risken_US
dc.subjectMortalityen_US
dc.subjectSmokingen_US
dc.subjectAssociationen_US
dc.subjectWomenen_US
dc.titleAnalysis of intervariable relationships between major risk factors in the development of coronary artery diseaseen_US
dc.typeArticleen_US

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