Clinical Trial Matching with LLMs and Knowledge Graphs

Clinical trial recruitment is hindered by complex eligibility criteria, making it difficult to match patients to trials.

Technologies Used: LLMs, Knowledge Graphs, Ontologies (SNOMED CT, RxNorm, MedDRA), EHR Integration

Target Users: Clinical Research Organizations (CROs), Hospitals and Healthcare Providers, Pharmaceutical Companies

Impact: Increases trial enrollment rates, reduces recruitment time, and accelerates drug development.

RAG-Based: No