A Large Language Model-Based Generative Natural Language Processing Framework Finetuned on Clinical Notes Accurately Extracts Headache Frequency from Electronic Health Records

BACKGROUND: Headache frequency, defined as the number of days with any headache in a month (or four weeks), remains a key parameter in the evaluation of treatment response to migraine preventive medications. However, due to the variations and inconsistencies in documentation by clinicians, significa...

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Detalles Bibliográficos
Autores principales: Chiang, Chia-Chun, Luo, Man, Dumkrieger, Gina, Trivedi, Shubham, Chen, Yi-Chieh, Chao, Chieh-Ju, Schwedt, Todd J., Sarker, Abeed, Banerjee, Imon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593021/
https://www.ncbi.nlm.nih.gov/pubmed/37873417
http://dx.doi.org/10.1101/2023.10.02.23296403

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593021/
https://www.ncbi.nlm.nih.gov/pubmed/37873417
http://dx.doi.org/10.1101/2023.10.02.23296403

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