VHL and neoplasm: By leveraging the attention weights and prediction scores generated by the ABMIL model, attention heat maps demonstrated the model’s focus on tumor regions for high-TMB patients, reflecting a marked stromal lymphocytic infiltration for VHL mutation prediction.