We attempted to construct an AI model to predict Ki67 positivity using H&E-stained images of NL, MALT lymphoma, and DLBCL, hypothesizing that chromatin changes are reflected in H&E staining patterns. This evidence concerns the gene MKI67 and diffuse large B-cell lymphoma.