Personalized State-Transition-Aware Memory for Clinical Agents
Large language model (LLM) agents that reason over clinical records must track changes in a patient's state while preserving the history needed to understand them. Simply accumulating memories leaves it unclear which information still applies, whereas overwriting earlier memories can erase evidence needed to reconstruc...
Maryam Haghifam, Zahra Rajabi, Yi-Zhou Sun et al.
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