Does your dermatology classifier know what it doesn’t know? Detecting the long-tail of unseen conditions

Published 2021 View Full Article

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Title
Does your dermatology classifier know what it doesn’t know? Detecting the long-tail of unseen conditions
Authors
Keywords
Deep learning, Dermatology, Ensembles, Long-tailed recognition, Out-of-distribution detection, Outlier exposure, Representation learning
Journal
MEDICAL IMAGE ANALYSIS
Volume 75, Issue -, Pages 102274
Publisher
Elsevier BV
Online
2021-10-22
DOI
10.1016/j.media.2021.102274
References
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