A Knowledge-Injection Framework for Zero-Shot Adaptation of LLMs to Delirium Prediction

Jessica Sena, Shesadree Priyadarshani, Miguel Contreras +4

Large language models show promise for clinical prediction, but zero-shot performance on specialized tasks is limited by incomplete domain knowledge, especially for smaller locally…