SepsisLens: Structure-Preserving Sequence Modelling for Decomposable Early Sepsis Warning

Yikun Ou, Wei Li

Early sepsis warning from ICU records can be cast as a structure-preserving prediction problem. A model needs to detect deterioration from irregular measurements while keeping each…