crossrefJournal of Clinical Medicine2026-03-16Cited by 1
Responsible AI for Sepsis Prediction: Bridging the Gap Between Machine Learning Performance and Clinical Trust
Thiago Q. Oliveira, Leandro A. Carvalho, Flávio R. C. Sousa, João B. F. Filho, Khalil F. Oliveira, Daniel A. B. Tavares
Background: Sepsis remains a leading cause of mortality in intensive care units (ICUs) worldwide. Machine learning models for clinical prediction must be accurate, fair, transparent, and reliable to ensure that physicians feel confident in their decision-making processes. Methods…