KRAS and non-small cell lung carcinoma: Pinheiro et al. [30] used the NSCLC-Radiogenomics dataset, which comprises CT images and molecular data collected from 211 patients with NSCLC, to predict the EGFR and KRAS mutation status using radiomic and semantic features extracted from the CT images, along with clinical features.