Variable-aware representation, not relation typing, explains the performance of an event-graph model for ICU mortality prediction: temporal and external validation

Mohammad Nasir Uddin, Rahnuma Tabassum Orpita, Asaduzzaman Anik +4

Event-graph neural networks represent intensive care unit (ICU) records as typed entities linked by timestamped observations, and their gains are often attributed to relation-speci…