Issues in Melanoma Detection: Semisupervised Deep Learning Algorithm Development via a Combination of Human and Artificial Intelligence

• Main Authors: Xinyuan Zhang (Author), Ziqian Xie (Author), Yang Xiang (Author), Imran Baig (Author), Mena Kozman (Author), Carly Stender (Author), Luca Giancardo (Author), Cui Tao (Author)
• Format: Book
• Published: JMIR Publications, 2022-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundAutomatic skin lesion recognition has shown to be effective in increasing access to reliable dermatology evaluation; however, most existing algorithms rely solely on images. Many diagnostic rules, including the 3-point checklist, are not considered by artificial intelligence algorithms, wh...