Graph- and ontology-augmented foundation models for biomedical knowledge discovery and clinical NLP
A layered reliability framework is defined in which graph-based inference addresses knowledge incompleteness, retrieval-augmented prompt control mitigates instability, and ontology grounding reduces semantic ambiguity, providing a foundation for more reliable biomedical AI systems.
Yibo Chen
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