Who is the high-risk recipient? Predicting mortality after heart transplant using pretransplant donor and recipient risk factors

Field Value
Model ID11-061-01
Model NameHong 2011
Pubmed ID21683337
First AuthorHong
JournalAnnals of Thoracic Surgery
Year2011
TitleWho is the high-risk recipient? Predicting mortality after heart transplant using pretransplant donor and recipient risk factors
Primary Index ConditionHeart Transplant
Secondary Index ConditionN/A
OutcomeGraft Failure
Model Sample Size11703
Cohort Sample Size11703
Number of Events2842
Follow-Up DurationLong (>6 months)
AUROC0.666
Calibration Reported1
CovariatesRecipient 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 TermsTo be updated
Number of Validations0

External Validations