[Artificial intelligence-driven early warning for severe pneumonia: pathways and challenges from data integration to clinical decision-making].
Severe pneumonia, characterized by rapid progression and high heterogeneity, is a leading cause of patient mortality. Early identification of high-risk patients is crucial for improving outcomes. Traditional risk stratification tools, such as CURB-65 score and pneumonia severity index (PSI), primarily rely on static va...