Cardiovascular Investigations: Open Access Open Access

  • Journal h-index: 1
  • Average acceptance to publication time (5-7 days)
  • Average article processing time (30-45 days) Less than 5 volumes 30 days
    8 - 9 volumes 40 days
    10 and more volumes 45 days
Reach us +32 25889658

Abstract

Recommendations on How to Construct Risk Scores for Cardiac Surgical Patients

Siew-Pang Chan

The structural equation model is proposed for constructing risk scores for cardiac surgical patients, in view of the perioperative nature of risk-scoring and the complexity in data structures. The decision trees could be applied for model selection, in terms of identification of relevant predictors and variable discretization. The pitfalls of the conventional methodology, based on logistic regression for estimation and prediction, Hosmer-Lemeshow test for goodness of fit and c-statistics for assessment of predictive accuracy, are also discussed.