Analysis of intervariable relationships between major risk factors in the development of coronary artery disease: A classification tree approach

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dc.authorscopusid55882854000
dc.authorscopusid8668792500
dc.authorscopusid6601908707
dc.contributor.authorTüre M.
dc.contributor.authorKurt I.
dc.contributor.authorKürüm T.
dc.date.accessioned2024-06-12T10:28:58Z
dc.date.available2024-06-12T10:28:58Z
dc.date.issued2007
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.issn1302-8723
dc.identifier.issue2en_US
dc.identifier.pmid17513208en_US
dc.identifier.scopus2-s2.0-34249992578en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage140en_US
dc.identifier.trdizinid70697en_US
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/70697
dc.identifier.urihttps://hdl.handle.net/20.500.14551/17511
dc.identifier.volume7en_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.relation.ispartofAnadolu Kardiyoloji Dergisien_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectChaid; Classification Tree; Coronary Artery Disease; Risk Factorsen_US
dc.subjectCholesterol; Adolescent; Adult; Age; Aged; Angiocardiography; Article; Body Mass; Chi Square Test; Cigarette Smoking; Clinical Examination; Controlled Study; Coronary Artery Disease; Disease Classification; Family History; Female; Health Care Facility; Human; Hypercholesterolemia; Hypertension; Major Clinical Study; Male; Medical Assessment; Non Insulin Dependent Diabetes Mellitus; Pathophysiology; Prediction; Risk Assessment; Risk Factor; Sex Difference; Aged; Aged, 80 And Over; Chi-Square Distribution; Coronary Angiography; Coronary Arteriosclerosis; Decision Trees; Diabetes Mellitus; Female; Humans; Male; Medical Records; Middle Aged; Retrospective Studies; Risk Factors; Severity Of Illness Index; Turkeyen_US
dc.titleAnalysis of intervariable relationships between major risk factors in the development of coronary artery disease: A classification tree approachen_US
dc.typeArticleen_US

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