Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings

no code implementations • 27 Sep 2023 • Murthy V. Devarakonda, Smita Mohanty, Raja Rao Sunkishala, Nag Mallampalli, Xiong Liu

We addressed several important research questions in this context, including designing a knowledge graph (KG) for clinical trial data, effectiveness of various KG embedding (KGE) methods for it, a novel inductive inference using KGE, and its use in generating recommendations for clinical trial design.

Knowledge Graph Embeddings text similarity