Interpretable Machine Learning for In-Hospital Mortality Prediction in Patients With Diabetes and ARDS: Development and External Validation.
BACKGROUND Patients with diabetes mellitus complicated by acute respiratory distress syndrome (ARDS) are a high-risk subgroup, but population-specific models for in-hospital mortality remain limited. We aimed to develop and externally validate machine learning models using the 2023 New Global Definition of ARDS. METH...