Enhanced classifier training to improve precision of a convolutional neural network to identify images of skin lesions

BACKGROUND: In recent months, multiple publications have demonstrated the use of convolutional neural networks (CNN) to classify images of skin cancer as precisely as dermatologists. However, these CNNs failed to outperform the International Symposium on Biomedical Imaging (ISBI) 2016 challenge whic...

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Detalles Bibliográficos
Autores principales: Brinker, Titus J., Hekler, Achim, Enk, Alexander H., von Kalle, Christof
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590821/
https://www.ncbi.nlm.nih.gov/pubmed/31233565
http://dx.doi.org/10.1371/journal.pone.0218713

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590821/
https://www.ncbi.nlm.nih.gov/pubmed/31233565
http://dx.doi.org/10.1371/journal.pone.0218713

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