Quantifying acceptable artefact ranges for dermatologic classification algorithms

• Autori principali: T.C. Petrie (Autore), C. Larson (Autore), M. Heath (Autore), R. Samatham (Autore), A. Davis (Autore), E.G. Berry (Autore), S.A. Leachman (Autore)
• Natura: Libro
• Pubblicazione: Wiley, 2021-06-01T00:00:00Z.
• Soggetti: article
• Accesso online: Connect to this object online.

Abstract Background Many classifiers have been developed that can distinguish different types of skin lesions (e.g., benign nevi, melanoma) with varying degrees of success.1-5 However, even successfully trained classifiers may perform poorly on images that include artefacts. While problems created b...