Extensive benchmarking of a method that estimates external model performance from limited statistical characteristics

Abstract Predictive model performance may deteriorate when applied to data sources that were not used for training, thus, external validation is a key step in successful model deployment. As access to patient-level external data sources is typically limited, we recently proposed a method that estima...

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Bibliographic Details
Main Authors: Tal El-Hay, Jenna M. Reps, Chen Yanover
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-024-01414-z
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