An LLM-guided framework simulates physiological trajectories to provide interpretable early warnings for sepsis, achieving AUC scores of 0.861-0.903 on MIMIC-IV and eICU data.
Evaluation of lactate, white blood cell count, neutrophil count, procalcitonin and immature gran- ulocyte count as biomarkers for sepsis in emergency department pa- tients
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Clinically Interpretable Sepsis Early Warning via LLM-Guided Simulation of Temporal Physiological Dynamics
An LLM-guided framework simulates physiological trajectories to provide interpretable early warnings for sepsis, achieving AUC scores of 0.861-0.903 on MIMIC-IV and eICU data.