The model of the whole‐tumor region has a good predicting effect in LOX expression, with the area under the receiver operating characteristic (ROC) curve being 0.775 in the training set, while the average under the curve (AUC) value of the 5‐fold cross‐validation was 0.754. The gene discussed is LOX; the disease is neoplasm.