Related Experiment Video
Updated: Jun 23, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
The first Latin-American risk stratification system for cardiac surgery: can be used as a graphic pocket-card score
Victorio C Carosella1, Jose L Navia, Sharif Al-Ruzzeh
1Instituto de Cardiología, Hospital Español de Buenos Aires, Ciudad Autónoma de Buenos Aires, C1209AQK Buenos Aires, Argentina. drcarosella@yahoo.com
Abstract:
This study aims to develop the first Latin-American risk model that can be used as a simple, pocket-card graphic score at bedside. The risk model was developed on 2903 patients who underwent cardiac surgery at the Spanish Hospital of Buenos Aires, Argentina, between June 1994 and December 1999. Internal validation was performed on 708 patients between January 2000 and June 2001 at the same center. External validation was performed on 1087 patients between February 2000 and January 2007 at three other centers in Argentina. In the development dataset the area under receiver operating characteristics (ROC) curve was 0.73 and the Hosmer-Lemeshow (HL) test was P=0.88. In the internal validation ROC curve was 0.77. In the external validation ROC curve was 0.81, but imperfect calibration was detected because the observed in-hospital mortality (3.96%) was significantly lower than the development dataset (8.20%) (P<0.0001). Recalibration was done in 2007, showing excellent level of agreement between the observed and predicted mortality rates on all patients (P=0.92). This is the first risk model for cardiac surgery developed in a population of Latin-America with both internal and external validation. A simple graphic pocket-card score allows an easy bedside application with acceptable statistic precision.
Related Concept Videos
Introduction Cardiac Emergencies
Cardiomyopathy I: Introduction and Classification
Heart Failure IV: Classification and Diagnostic Evaluation
Cardiopulmonary Resuscitation I: Adult
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT