Generalizability and usefulness of artificial intelligence for skin cancer diagnostics: An algorithm validation study

• Main Authors: Niels K. Ternov (Author), Anders N. Christensen (Author), Peter J. T. Kampen (Author), Gustav Als (Author), Tine Vestergaard (Author), Lars Konge (Author), Martin Tolsgaard (Author), Lisbet R. Hölmich (Author), Pascale Guitera (Author), Annette H. Chakera (Author), Morten R. Hannemose (Author)
• Format: Book
• Published: Wiley, 2022-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Artificial intelligence can be trained to outperform dermatologists in image‐based skin cancer diagnostics. However, the networks' sensitivity to biases and overfitting may hamper their clinical applicability. Objectives The aim of this study was to explain the potential con...