Transparent Early ICU Mortality Prediction with Clinical Transformer and Per-Case Modality Attribution

This research introduces a lightweight ensemble model integrating physiological time-series and clinical notes for early ICU mortality prediction, featuring ...

Level: advanced

By Alexander Bakumenko, Janine Hoelscher, Hudson Smith

Category: research