HER2DX is a supervised learning algorithm that generates a single score based on tumor size, nodal status, and four-gene expression signature that tracks immune infiltration, cell proliferation, luminal differentiation, and HER2 expression. The gene discussed is ERBB2; the disease is neoplasm.