For EGFR mutation detection in cancer tissue, slide‐level performance after aggregation reached an accuracy of 76.67% with specificity of 80.77%, sensitivity of 73.53%, an F1 score of 78.12%, a consistency of 0.5583 of Cohen's Kappa and an AUC of 0.77. The gene discussed is EGFR; the disease is cancer.