Preprint Open access
SepsisLens: Structure-Preserving Sequence Modelling for Decomposable Early Sepsis Warning
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 alert connected to the physiological signals that support it. Many temporal models fuse clinical variables into a patient-level representat …