Natural language processing for abstraction of cancer treatment toxicities: accuracy versus human experts

OBJECTIVES: Expert abstraction of acute toxicities is critical in oncology research but is labor-intensive and variable. We assessed the accuracy of a natural language processing (NLP) pipeline to extract symptoms from clinical notes compared to physicians. MATERIALS AND METHODS: Two independent rev...

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Detalles Bibliográficos
Autores principales: Hong, Julian C, Fairchild, Andrew T, Tanksley, Jarred P, Palta, Manisha, Tenenbaum, Jessica D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Application Notes
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7886534/
https://www.ncbi.nlm.nih.gov/pubmed/33623888
http://dx.doi.org/10.1093/jamiaopen/ooaa064

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7886534/
https://www.ncbi.nlm.nih.gov/pubmed/33623888
http://dx.doi.org/10.1093/jamiaopen/ooaa064

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