Contrast-enhanced CT Radiomics for High-Grade Pattern Identification and Prognostic Stratification in Lung Adenocarcinoma with Consolidation-to-Tumor Ratio of 25% or More

A combined model integrating clinical variables, CT semantic features, and radiomics-predicted probabilities predicted high-grade patterns and stratified prognostic risk in lung adenocarcinoma with a consolidation-to-tumor ratio of 25% or more.