The Patient is not a Moving Document: A World Model Training Paradigm for Longitudinal EHR

Irsyad Adam, Zekai Chen, David Laprade +5

Large language models (LLMs) trained with next-word-prediction have achieved success as clinical foundation models. Representations from these language backbones yield strong linea…