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Preoperative prediction of early mortality in redocoronary artery surgery
- Source :
- European Journal of Cardio-Thoracic Surgery, 21, 6, pp. 1031-6, European Journal of Cardio-Thoracic Surgery, 21, 1031-6
- Publication Year :
- 2002
-
Abstract
- Objectives: Construct a predictive model for early mortality in coronary reoperations (RECABG). Methods: Five hundred and forty one RECABG (1987–1998) were studied by univariate and multivariate analysis. Stepwise selective procedure ðp , 0:05Þ was used to identify a subset of variables with prognostic value for early mortality. This subset was used to calculate a prognostic score ‘S’ and a predicted probability ‘P’ for early mortality, P ¼ 1=1 1 e 2S . Sensitivity analysis was used for evaluation. Results: The best predictive variables for early mortality were diabetes, vascular-, lung-disease, a myocardial infarction between the primary and the RECABG, acute- and emergency operation and the operative period. The prognostic accuracy (receiver operating characteristics curve (ROC) area) was 80%. Observed probabilities compare well with the predicted probabilities, and patients were classified in low risk (5%), intermediate risk (15%), high risk (30%) and very high risk (40%). A predicted probability of $0.40 was used as cut-off point for the prognostic test. The specificity of this test was 97%, sensitivity 33%, predictive value of a positive test 63% and 90% for a negative test. Conclusions: The results show that individual patients presented for RECABG, can be stratified according to their early mortality risk. This information can be used to inform the patient, and also to discus the opportunity of the RECABG. q 2002 Elsevier Science B.V. All rights reserved.
- Subjects :
- Pulmonary and Respiratory Medicine
Adult
Lung Diseases
Male
Reoperation
medicine.medical_specialty
Multivariate analysis
Myocardial Infarction
Preoperative care
Sensitivity and Specificity
Text mining
Risk Factors
Diabetes mellitus
medicine
Diabetes Mellitus
Humans
Myocardial infarction
Derivation
Coronary Artery Bypass
Aged
Probability
Aged, 80 and over
Analysis of Variance
Heartfunction and circulation
Models, Statistical
Receiver operating characteristic
business.industry
Univariate
General Medicine
Middle Aged
medicine.disease
Prognosis
Surgery
Logistic Models
Hartfunctie en circulatie
Multivariate Analysis
Female
Cardiology and Cardiovascular Medicine
business
Subjects
Details
- ISSN :
- 10107940
- Volume :
- 21
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery
- Accession number :
- edsair.doi.dedup.....f1db4b5fd8ae672ef214a107314197d0