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

BackgroundWith 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 orde...

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Bibliographic Details
Main Authors: Xiong, Ying, Chen, Shuai, Chen, Qingcai, Yan, Jun, Tang, Buzhou
Format: Article
Language:English
Published: JMIR Publications 2020-12-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2020/12/e23357/