Diagnosis classification in EMR data using latent representations and SNOMED-CT mapping for improved medical data integration.
A diagnosis classification model that automatically maps diagnosis spans in EMR data to the standardized clinical ontology Systematized Nomenclature of Medicine-Clinical Terms (SNOMED-CT) is developed, demonstrating strong potential for scalable and privacy-preserving medical concept normalization in real-world clinica...