Predicting the clinical management of skin lesions using deep learning

Abstract Automated machine learning approaches to skin lesion diagnosis from images are approaching dermatologist-level performance. However, current machine learning approaches that suggest management decisions rely on predicting the underlying skin condition to infer a management decision without...

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Bibliographic Details
Main Authors: Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-87064-7