EGFR and lung adenocarcinoma: Our previous study has proven the effectiveness and efficacy of deep learning in predicting the invasiveness of lung adenocarcinomas from CT images.30 In this regard, we addressed the problem of CT‐based EGFR mutation prediction by deep neural networks, to make our system automatic, robust and accurate.