Tag: mortality prediction
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Nomogram for Trauma ICU Mortality Using MIMIC-IV Data
Introduction: The need for a reliable mortality predictor in trauma ICUs Trauma care has advanced rapidly, yet predicting in-hospital mortality among severely injured patients remains a critical challenge for intensivists and trauma teams. Accurate risk stratification supports clinical decision-making, guides resource allocation, and informs conversations with families. In this context, we explore the development of…
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Predicting ICU Mortality in Trauma Patients: A Nomogram Built on MIMIC-IV Data
Introduction Trauma remains a leading cause of death worldwide, with outcomes heavily influenced by early clinical decisions in the intensive care unit (ICU). In this context, a practical, easy-to-use tool that can estimate mortality risk at the bedside is invaluable. Recent research leverages the MIMIC-IV database to develop a nomogram capable of predicting in-hospital mortality…