Furthermore, while the deep learning model was trained using scanned frozen tissue slides, a reasonable level of generalisability was observed when applying the model to predict EGFR status in FFPE lung adenocarcinoma slides. This evidence concerns the gene EGFR and lung adenocarcinoma.