Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study

BACKGROUND: The narrative free-text data in electronic medical records (EMRs) contain valuable clinical information for analysis and research to inform better patient care. However, the release of free text for secondary use is hindered by concerns surrounding personally identifiable information (PI...

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Detalles Bibliográficos
Autores principales: Liu, Leibo, Perez-Concha, Oscar, Nguyen, Anthony, Bennett, Vicki, Blake, Victoria, Gallego, Blanca, Jorm, Louisa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10492176/
https://www.ncbi.nlm.nih.gov/pubmed/37624624
http://dx.doi.org/10.2196/46322

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10492176/
https://www.ncbi.nlm.nih.gov/pubmed/37624624
http://dx.doi.org/10.2196/46322

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