Survival analysis for pediatric heart transplant patients using a novel machine learning algorithm: A UNOS analysis
Awais Ashfaq, Geoffrey Gray, Jennifer Carapelluci, Ernest K. Amankwah, Mohamed Rehman, Michael D. Puchalski, Andrew Smith, James A. Quintessenza, Jessica A. Laks, Luis Ahumada, Alfred Asante‐Korang
Topics & Concepts
Random forestMachine learningGradient boostingArtificial intelligenceMedicineProportional hazards modelAlgorithmSurvival analysisPower transformTransplantationBody mass indexStatisticsInternal medicineComputer scienceMathematicsConsistency (knowledge bases)Transplantation: Methods and OutcomesRenal Transplantation Outcomes and TreatmentsOrgan Transplantation Techniques and Outcomes