Who is the high-risk recipient? Predicting mortality after heart transplant using pretransplant donor and recipient risk factors
| Field | Value |
|---|---|
| Model ID | 11-061-01 |
| Model Name | Hong 2011 |
| Pubmed ID | 21683337 |
| First Author | Hong |
| Journal | Annals of Thoracic Surgery |
| Year | 2011 |
| Title | Who is the high-risk recipient? Predicting mortality after heart transplant using pretransplant donor and recipient risk factors |
| Primary Index Condition | Heart Transplant |
| Secondary Index Condition | N/A |
| Outcome | Graft Failure |
| Model Sample Size | 11703 |
| Cohort Sample Size | 11703 |
| Number of Events | 2842 |
| Follow-Up Duration | Long (>6 months) |
| AUROC | 0.666 |
| Calibration Reported | 1 |
| Covariates | Recipient age: >70 yo; Recipient age: 55-70 yo; Previous cardiac surgery; Etiology: congenital; Etiology: amyloidosis; Diabetes complicated by CVA; eGFR < 33; eGFR 33-53; Total bilirubin > 2; Acuity: intubated; Acuity: hospitalized; Mechanical support: RVAD-only; Mechanical support: ECMO; Mechanical support: extracorporeal LVAD; Mechanical support: total artificial heart; Mechanical support: paracorporeal LVAD; Hepatitis C (+) donor; Insulin dependent donor; Donor age: 50-59 yo; Donor age: 40-49 yo; Donor age: 30-39 yo; Pairing: ischemic time >6 hours; Pairing: ischemic time 4-6 hours; Pairing: female donor, male recipient; Pairing: female donor, female recipient |
| Mesh Terms | To be updated |
| Number of Validations | 0 |