2 papers
cs.CV2026
Cascade Classification of Dermoscopic Images of Skin Neoplasms with Controllable Sensitivity and External Clinical Validation
Elena S. Kozachok, Sergey S. Seregin, Aleksandr V. Kozachok +2
Purpose. To compare deep learning architectures and classification schemes for dermoscopic images of skin neoplasms and assess their generalization on transfer from open internatio…
cs.CV2026
Clinical Validation of the Melanoscope AI Mobile Dermoscopy Clinical Decision Support System
Elena Sergeevna Kozachok, Sergey Sergeevich Seregin
Introduction. Early detection of malignant skin lesions is critical for prognosis, yet dermatologist shortages in Russian regions limit screening coverage. Mobile dermoscopy clinic…