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Training and Validation of Deep Neural Networks for the Prediction of 90-Day Post-Liver Transplant Mortality Using UNOS Registry Data

Brent D. Ershoff, Christine K. Lee, Christopher Wray, Vatche G. Agopian, Gregor Urban, Pierre Baldi, Maxime Cannesson

2020Transplantation Proceedings54 citationsDOIOpen Access PDF

Topics & Concepts

Receiver operating characteristicDiscriminative modelLiver transplantationArtificial neural networkMedicineTransplantationMachine learningComputer scienceArtificial intelligenceSurgeryOrgan Transplantation Techniques and OutcomesLiver Disease and TransplantationLiver Disease Diagnosis and Treatment
Training and Validation of Deep Neural Networks for the Prediction of 90-Day Post-Liver Transplant Mortality Using UNOS Registry Data | Litcius