Fig. 5: Temporal evaluation of model predictions relative to the time of death across the internal (eICU-CRD) and external (MIMIC and SICdb) test cohorts.

a Proportion of deaths detected as a function of time before death, where detection is defined as at least one prediction exceeding the predefined threshold within the corresponding time window. b False alarm count per 100 patient-days as a function of time before death. eICU-CRD eICU Collaborative Research Database, MIMIC Medical Information Mart for Intensive Care, SICdb Salzburg Intensive Care Database.