A sentence-embedding column matching method finds 12 of 13 correct matches between MIMIC-III and eICU when column metadata is included in the ranking.
14 Leveraging Foundation Language Models for Automated Cohort Extraction from Large EHR Databases Table 8: Top results on matches based on em- beddings of column names
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Leveraging Foundation Language Models (FLMs) for Automated Cohort Extraction from Large EHR Databases
A sentence-embedding column matching method finds 12 of 13 correct matches between MIMIC-III and eICU when column metadata is included in the ranking.