AI Dermatology's Unfulfilled Promise
Why Early Melanoma Detection Remains Unverified.
Zeuner TJ, Brinker TJ
International Journal of DermatologyIn the feed 29 Sep 2026, issue 2026 Oct, added to PubMed 29 Sep 2026
Topics: Skin cancer & tumorsDermatopathologyImaging, dermoscopy & AI
Abstract
A growing number of artificial intelligence (AI) systems for melanoma diagnosis now match dermatologist-level performance. Early detection is a driving factor, yet it is rarely validated beyond aggregate diagnostic accuracy. More targeted studies are necessary so these claims become verifiable and the promise of early detection can actually be delivered to patient care.
Abstract from PubMed
PMID 42808965 · DOI 10.1111/ijd.70636