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

Alexander Bakumenko, Janine Hoelscher, Hudson Smith

Early identification of intensive care patients at risk of in-hospital mortality enables timely intervention and efficient resource allocation. Despite high predictive performance,…