Improving Skin Color Diversity in Cancer Detection: Deep Learning Approach

BACKGROUND: The lack of dark skin images in pathologic skin lesions in dermatology resources hinders the accurate diagnosis of skin lesions in people of color. Artificial intelligence applications have further disadvantaged people of color because those applications are mainly trained with light skin color images. OBJECTIVE: The aim of this study is to develop a deep learning approach that generates realistic images of darker skin colors to …