A benchmark and ontology-driven framework links 434 cardiovascular devices to patents at 91.6% recall, producing 6.8M high-confidence links for regulatory-IP integration.
InProceedings of the 45th Inter- national ACM SIGIR Conference on Research and Development in Information Retrieval, pages 780– 790
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From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability
A benchmark and ontology-driven framework links 434 cardiovascular devices to patents at 91.6% recall, producing 6.8M high-confidence links for regulatory-IP integration.