Dataset and Enhanced Model for Eligibility Criteria-to-SQL Semantic Parsing

LREC 2020 Xiaojing YuTianlong ChenZhengjie YuHuiyu LiYang YangXiaoqian JiangAnxiao Jiang

Clinical trials often require that patients meet eligibility criteria (e.g., have specific conditions) to ensure the safety and the effectiveness of studies. However, retrieving eligible patients for a trial from the electronic health record (EHR) database remains a challenging task for clinicians since it requires not only medical knowledge about eligibility criteria, but also an adequate understanding of structured query language (SQL)... (read more)

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