Literature DB >> 17670417

Additive and logistic EuroSCORE performance in high risk patients.

Ganesh Shanmugam1, Mark West, Geoff Berg.   

Abstract

We compared the performances of the additive and logistic EuroSCORE in predicting mortality in high-risk cardiac surgical patients, at a single institution. Both models were applied to 6535 patients, operated on at the Western Infirmary, Glasgow from March 1994 to August 2004. Calibration and discrimination were assessed using the Hosmer-Lemeshow [HL] Chi-square test and areas under the ROC curve. Overall mortality was 2.95%. Predicted mortalities were 4.1% [additive] and 5.2% [logistic]. Actual mortality was 0.6% in the low risk (additive EuroSCORE 1-2), 2.1% in the medium risk (EuroSCORE 3-5) and 7% in the high-risk groups (EuroSCORE 6 plus). Actual mortality increased beyond a predicted risk of 8-10%. At the low risks both systems slightly over-estimated mortality, with the logistic EuroSCORE being more accurate. At EuroSCOREs between 10-20, the additive EuroSCORE under-estimated risk, while the logistic EuroSCORE over-estimated mortality. Both systems were inaccurate at high risk. The HL statistics were 11.15 [P<0.64] for the additive and 37.78 [P<0.47] for the logistic models. ROC curve areas were 0.749+/-0.04 [additive] and 0.746+/-0.03 [logistic]. The additive EuroSCORE model remains a simple system for cardiac risk assessment. The logistic EuroSCORE was not more accurate even in high-risk patients.

Entities:  

Year:  2005        PMID: 17670417     DOI: 10.1510/icvts.2004.104042

Source DB:  PubMed          Journal:  Interact Cardiovasc Thorac Surg        ISSN: 1569-9285


  14 in total

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4.  Parsimonious assessment for reoperative aortic valve replacement; the deterrent effect of low left ventricular ejection fraction and renal impairment.

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5.  A clinical score to predict the need for intraaortic balloon pump in patients undergoing coronary artery bypass grafting.

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9.  Comparison of original EuroSCORE, EuroSCORE II and STS risk models in a Turkish cardiac surgical cohort.

Authors:  Ayse Gul Kunt; Murat Kurtcephe; Mete Hidiroglu; Levent Cetin; Aslihan Kucuker; Vedat Bakuy; Ahmet Ruchan Akar; Erol Sener
Journal:  Interact Cardiovasc Thorac Surg       Date:  2013-02-12

10.  A Database-driven Decision Support System: Customized Mortality Prediction.

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Journal:  J Pers Med       Date:  2012-09-27
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