Critical care medicine
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Critical care medicine · Dec 2021
Observational StudyA Locally Optimized Data-Driven Tool to Predict Sepsis-Associated Vasopressor Use in the ICU.
To train a model to predict vasopressor use in ICU patients with sepsis and optimize external performance across hospital systems using domain adaptation, a transfer learning approach. ⋯ Domain adaptation improved performance of a model predicting sepsis-associated vasopressor use during external validation.