A BERT-Based Generation Model to Transform Medical Texts to SQL Queries for Electronic Medical Records: Model Development and Validation

BACKGROUND: Electronic medical records (EMRs) are usually stored in relational databases that require SQL queries to retrieve information of interest. Effectively completing such queries can be a challenging task for medical experts due to the barriers in expertise. Existing text-to-SQL generation s...

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Detalles Bibliográficos
Autores principales: Pan, Youcheng, Wang, Chenghao, Hu, Baotian, Xiang, Yang, Wang, Xiaolong, Chen, Qingcai, Chen, Junjie, Du, Jingcheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8701710/
https://www.ncbi.nlm.nih.gov/pubmed/34889749
http://dx.doi.org/10.2196/32698

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8701710/
https://www.ncbi.nlm.nih.gov/pubmed/34889749
http://dx.doi.org/10.2196/32698

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