Deepak Panneerselvam

Ontology-aware knowledge graph retrieval-augmented generation for clinical decision support

Effectively retrieving and interpreting the vast, diverse, and largely unstructured data contained within electronic health records (EHRs) present significant challenges for clinical decision support systems. Large language models (LLMs), when applied to complex healthcare datasets, frequently exhibit hallucinations, l...