A cross-institutional evaluation on breast cancer phenotyping NLP algorithms on electronic health records

OBJECTIVE: Transformer-based language models are prevailing in the clinical domain due to their excellent performance on clinical NLP tasks. The generalizability of those models is usually ignored during the model development process. This study evaluated the generalizability of CancerBERT, a Transf...

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Detalles Bibliográficos
Autores principales: Zhou, Sicheng, Wang, Nan, Wang, Liwei, Sun, Ju, Blaes, Anne, Liu, Hongfang, Zhang, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480628/
https://www.ncbi.nlm.nih.gov/pubmed/37680211
http://dx.doi.org/10.1016/j.csbj.2023.08.018

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