Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study

BACKGROUND: With the popularity of electronic health records (EHRs), the quality of health care has been improved. However, there are also some problems caused by EHRs, such as the growing use of copy-and-paste and templates, resulting in EHRs of low quality in content. In order to minimize data red...

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Detalles Bibliográficos
Autores principales: Xiong, Ying, Chen, Shuai, Chen, Qingcai, Yan, Jun, Tang, Buzhou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7803475/
https://www.ncbi.nlm.nih.gov/pubmed/33372664
http://dx.doi.org/10.2196/23357

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7803475/
https://www.ncbi.nlm.nih.gov/pubmed/33372664
http://dx.doi.org/10.2196/23357

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