Zhengqiu Yu

PathwayLLM: Explainable Clinical Trajectory Modeling with Structured Pathways for Sepsis Prediction

Patient-level sepsis prediction in the ICU requires models that track how a patient’s condition evolves over time and integrate heterogeneous structured evidence from electronic health records. We present PathwayLLM, a trajectory-based framework that grounds prediction on temporal signals together w…