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cs.IR2025
DR.EHR: Dense Retrieval for Electronic Health Record with Knowledge Injection and Synthetic Data
Zhengyun Zhao, Huaiyuan Ying, Yue Zhong +1
Electronic Health Records (EHRs) are pivotal in clinical practices, yet their retrieval remains a challenge mainly due to semantic gap issues. Recent advancements in dense retrieva…
cs.IR2025
CliniQ: A Multi-faceted Benchmark for Electronic Health Record Retrieval with Semantic Match Assessment
Zhengyun Zhao, Hongyi Yuan, Jingjing Liu +5
Electronic Health Record (EHR) retrieval plays a pivotal role in various clinical tasks, but its development has been severely impeded by the lack of publicly available benchmarks.…