Last, we trained a multiple-instance learning model that achieves state-of-the-art performance for predicting EGFR mutational status in lung adenocarcinoma resections and investigated the features learned by the model (Fig. 1c). This evidence concerns the gene EGFR and lung adenocarcinoma.