Sepsis’s profound heterogeneity complicates prognosis and stratification. Here, the authors show that SepsisFormer and SMART, explainable AI models integrating coagulation–inflammation markers, enable outcome prediction, real-time risk assessment, and subgroup identification to guide sepsis therapy.
- Li Zhu
- Zengtian Chen
- Bailin Niu
