Quantifying acceptable artefact ranges for dermatologic classification algorithms

• Main Authors: T.C. Petrie (Author), C. Larson (Author), M. Heath (Author), R. Samatham (Author), A. Davis (Author), E.G. Berry (Author), S.A. Leachman (Author)
• Format: Book
• Published: Wiley, 2021-06-01T00:00:00Z.
• Subjects: article
• Online Access: 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...