Vidic I, et al. - The classification of malignant and benign tumors and breast cancer subtypes utilizing support vector machine (SVM) is assessed in this study. These outcomes recommend that SVM, utilizing highlights from a combination of diffusion models, improves prediction accuracy for differentiation of benign versus malignant breast tumors, and may further assist in subtyping of breast cancer.