EGFR and non-small cell lung carcinoma: In this paper, a novel voting scheme for ensembles of machine learning or deep learning models is proposed, and its effectiveness in predicting EGFR and KRAS mutations in CT images taken from the TCIA NSCLC Radiogenomics dataset [20] is shown to be state of the art.