| Model ID | 07-008-02 |
| Model Name | Hannan 2007 - Valve/CABG |
| Pubmed ID | 17307434 |
| First Author | Hannan |
| Journal | Annals of Thoracic Surgery |
| Year | 2007 |
| Title | Risk index for predicting in-hospital mortality for cardiac valve surgery |
| Primary Index Condition | Cardiac Surgery |
| Secondary Index Condition | N/A |
| Outcome | Mortality |
| Model Sample Size | 8823 |
| Cohort Sample Size | 8823 |
| Number of Events | 784 |
| Follow-Up Duration | Short (<3 months) |
| AUROC | 0.75 |
| Calibration Reported | 1 |
| Covariates | Type of valve/CABG surgery: aortic valve replacement/CABG; Type of valve/CABG surgery: mitral valve replacement/CABG; Type of valve/CABG surgery: mitral valve repair/CABG; Type of valve/CABG surgery: multiple valve repair or replacement/CABG; Age <=60 years; Age 61-69 years; Age 70-79 years; Age 80 years and older; Female sex; Ejection fraction <20%; Ejection fraction 20-29%; Ejection fraction 30-39%; Preprocedural MI < 24 hours; Preprocedural MI 1-7 days; Hemodynamic state: unstable; Hemodynamic state: shock; Cerebrovascular disease; Diabetes mellitus; Endocarditis; Extensively calcified ascending aorta; Renal failure: creatinine > 2.5 mg/dL; Renal failure: requiring dialysis; Previous open heart operations; Intercept |
| Mesh Terms | To be updated |
| Number of Validations | 2 |
