Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation

BACKGROUND: Natural language processing (NLP) methods are powerful tools for extracting and analyzing critical information from free-text data. MedTaggerIE, an open-source NLP pipeline for information extraction based on text patterns, has been widely used in the annotation of clinical notes. A rule...

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Detalles Bibliográficos
Autores principales: Han, Peijin, Fu, Sunyang, Kolis, Julie, Hughes, Richard, Hallstrom, Brian R, Carvour, Martha, Maradit-Kremers, Hilal, Sohn, Sunghwan, Vydiswaran, VG Vinod
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9475406/
https://www.ncbi.nlm.nih.gov/pubmed/36044253
http://dx.doi.org/10.2196/38155

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9475406/
https://www.ncbi.nlm.nih.gov/pubmed/36044253
http://dx.doi.org/10.2196/38155

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