Fig. 2

Concepts of two-step and one-step models. Two-step models using radiomics features (RF) or clinical-semantic features (CF) to classify IASLC grades through the prediction of high-grade patterns and predominant subtypes, whereas one-step models directly assessed IASLC grades using RF or CF