Our study showed that noninvasive quantification of tumor heterogeneity and vascularity are associated with histological prognostic factors, namely, molecular subtype, ER, PR, HER2, Ki67, and grade, and MRI and CT of invasive breast cancer. Here, ERBB2 is linked to neoplasm.