Related Experiment Video
Updated: Jun 29, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Performance of scoring systems for predicting mortality after cardiac surgery in the elderly
Arturo M Ruiz-Beltrán1, Gerardo Chacón-Loyola1, Ricardo L Barajas-Campos1
1Division of Cardiology, Instituto Nacional de Cardiología Ignacio Chávez, Mexico city, Mexico. Division of Cardiology Instituto Nacional de Cardiología Ignacio Chávez Mexico city Mexico.
Objective:
To evaluate the predictive ability of traditional risk scores and frailty assessment for 30-day mortality in elderly patients undergoing cardiac surgery.
Materials And Methods:
A single-center retrospective cohort study was conducted, including elderly patients (≥75 years old) who underwent cardiac surgery between January 2005 and December 2015. EuroSCORE II, STS (Society of Thoracic Surgeons) score, Charlson Comorbidity Index, and Electronic Frailty Index scores were calculated to assess their predictive ability for 30-day mortality using receiver operating characteristic (ROC) curves and corresponding areas under the curve (AUC).
Results:
A total of 203 patients were included during the study period, of whom 33% underwent isolated coronary bypass surgery. The overall 30-day mortality rate was 17.6%. Patients who died within the first 30 days exhibited higher scores on EuroSCORE II, STS, and the Electronic Frailty Index. The areas under the ROC curves were: EuroSCORE II, 0.74 (95% CI: 0.66-0.81); STS, 0.66 (95% CI: 0.57-0.77); Charlson Comorbidity Index, 0.60 (95% CI: 0.49-0.70); and Electronic Frailty Index, 0.63 (95% CI: 0.52-0.73).
Conclusions:
In this cohort of elderly patients undergoing cardiac surgery, EuroSCORE II demonstrated the best performance in predicting 30-day mortality.
Related Concept Videos
Actuarial Approach
Consider the example of a high-risk surgical procedure with significant early-stage mortality. A two-year clinical study is conducted,...
Kaplan-Meier Approach

