TrajOnco: a multi-agent framework for temporal reasoning over longitudinal EHR for multi-cancer early detection
Abstract Accurate estimation of cancer risk from longitudinal electronic health records (EHRs) could support earlier detection and improved care, but modeling such complex patient trajectories remains challenging. We present TrajOnco, a training-free, multi-agent large language model (LLM) framework designed for scalab...
Sihang Zeng, Young Won Kim, Wilson Lau et al.
· npj Digital Medicine · 0 citations