Generalization of finetuned transformer language models to new clinical contexts

OBJECTIVE: We have previously developed a natural language processing pipeline using clinical notes written by epilepsy specialists to extract seizure freedom, seizure frequency text, and date of last seizure text for patients with epilepsy. It is important to understand how our methods generalize t...

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Detalles Bibliográficos
Autores principales: Xie, Kevin, Terman, Samuel W, Gallagher, Ryan S, Hill, Chloe E, Davis, Kathryn A, Litt, Brian, Roth, Dan, Ellis, Colin A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10432353/
https://www.ncbi.nlm.nih.gov/pubmed/37600072
http://dx.doi.org/10.1093/jamiaopen/ooad070

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10432353/
https://www.ncbi.nlm.nih.gov/pubmed/37600072
http://dx.doi.org/10.1093/jamiaopen/ooad070

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