External validity of machine learning-based prognostic scores for cystic fibrosis: A retrospective study using the UK and Canadian registries

Precise and timely referral for lung transplantation is critical for the survival of cystic fibrosis patients with terminal illness. While machine learning (ML) models have been shown to achieve significant improvement in prognostic accuracy over current referral guidelines, the external validity of...

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Detalles Bibliográficos
Autores principales: Qin, Yuchao, Alaa, Ahmed, Floto, Andres, van der Schaar, Mihaela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931238/
https://www.ncbi.nlm.nih.gov/pubmed/36812602
http://dx.doi.org/10.1371/journal.pdig.0000179

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931238/
https://www.ncbi.nlm.nih.gov/pubmed/36812602
http://dx.doi.org/10.1371/journal.pdig.0000179

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