Statistically Rigorous and Interpretable Radiomics for Benign-Malignant Classification on the BUSI-WHU Breast Ultrasound Dataset.
Radiomics has shown promise for breast ultrasound lesion classification, yet reported performance is often affected by patient-level leakage, feature selection bias, dependence between lesions from the same patient, and image formats lacking pixel-spacing metadata. The BUSI-WHU dataset allows these issues to be address...