Abstract
While several machine learning (ML) models that use electronic health record (EHR) data have been developed in recent years, there is a great need for external validation of these models. Prediction models may perform well in a center with a population similar to the training data, but may perform worse in centers with different patient characteristics. To develop generalizable models and…