RelCAT adds relation classification to MedCAT and reports F1 scores of 0.977 on n2c2 and above 0.9 on two NHS datasets, though the headline metric appears to be a weighted average mislabeled as macro.
Cogstack-experiences of deploying integrated information retrieval and extraction services in a large national health service foundation trust hospital,
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RelCAT: Advancing Extraction of Clinical Inter-Entity Relationships from Unstructured Electronic Health Records
RelCAT adds relation classification to MedCAT and reports F1 scores of 0.977 on n2c2 and above 0.9 on two NHS datasets, though the headline metric appears to be a weighted average mislabeled as macro.