Multimodal Deep Attention Fusion of Longitudinal EHR and Diagnostic Imaging for Real-Time Sepsis and Deterioration Prediction in Critical Care
Early detection of clinical deterioration and septic shock in Intensive Care Units (ICUs) remains one of the most pressing challenges in modern critical care medicine. Sepsis is characterized by a dysregulated host response to infection, leading to life-threatening organ dysfunction. While traditional early warning sco...