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Predicting the clinical management of skin lesions using deep learning

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 consideri...

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Detalles Bibliográficos
Autores principales: Abhishek, Kumar, Kawahara, Jeremy, Hamarneh, Ghassan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8032721/
https://www.ncbi.nlm.nih.gov/pubmed/33833293
http://dx.doi.org/10.1038/s41598-021-87064-7