Introduction Basal cell carcinoma (BCC) is the world’s most common nonmelanoma skin cancer, with incidence on the rise and significant implications for patients’ cosmetic outcomes and healthcare systems. Dermatoscopy enhances lesion visualization, but diagnostic accuracy can vary among observers. In recent years, deep learning (DL) algorithms trained on dermatoscopic images have emerged as a promising,…