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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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Detalhes bibliográficos
Publicado no:JMIR Med Inform
Main Authors: Xiong, Ying, Chen, Shuai, Chen, Qingcai, Yan, Jun, Tang, Buzhou
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7803475/
https://ncbi.nlm.nih.gov/pubmed/33372664
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/23357
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