In this work, we present an Image-based Risk Score (IbRiS) classifier that combines computer-extracted features of nuclear morphology, mitotic rates, and tubule formation to prognosticate outcomes for ER+ and LN− IBC. The gene discussed is ESR1; the disease is inflammatory breast carcinoma.