A graph-based framework learns a shared semantic space for EHR data harmonization by integrating site-specific summaries, biomedical knowledge graphs, and LLM semantics, evaluated across seven institutions in two languages.
The benefit of augmenting open data with clinical data-warehouse ehr for forecasting sars-cov-2 hospi- talizations in bordeaux area, france.JAMIA open, 5(4):ooac086, 2022
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Representation learning to advance multi-institutional studies with electronic health record data from US and France
A graph-based framework learns a shared semantic space for EHR data harmonization by integrating site-specific summaries, biomedical knowledge graphs, and LLM semantics, evaluated across seven institutions in two languages.