Learning decision thresholds for risk stratification models from aggregate clinician behavior

Using a risk stratification model to guide clinical practice often requires the choice of a cutoff—called the decision threshold—on the model’s output to trigger a subsequent action such as an electronic alert. Choosing this cutoff is not always straightforward. We propose a flexible approach that l...

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Detalles Bibliográficos
Autores principales: Patel, Birju S, Steinberg, Ethan, Pfohl, Stephen R, Shah, Nigam H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Brief Communications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449610/
https://www.ncbi.nlm.nih.gov/pubmed/34350942
http://dx.doi.org/10.1093/jamia/ocab159

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449610/
https://www.ncbi.nlm.nih.gov/pubmed/34350942
http://dx.doi.org/10.1093/jamia/ocab159

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