2025. Optimizing Skin Lesion Diagnosis Using Deep Learning and Novel Noise Image Filtering Algorithm. Contemporary Mathematics . 6, 4 (Aug. 2025), 5246–5265. DOI:https://doi.org/10.37256/cm.6420257508.