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The Development of a Skin Cancer Classification System for Pigmented Skin Lesions Using Deep Learning

Recent studies have demonstrated the usefulness of convolutional neural networks (CNNs) to classify images of melanoma, with accuracies comparable to those achieved by dermatologists. However, the performance of a CNN trained with only clinical images of a pigmented skin lesion in a clinical image c...

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Detalles Bibliográficos
Autores principales: Jinnai, Shunichi, Yamazaki, Naoya, Hirano, Yuichiro, Sugawara, Yohei, Ohe, Yuichiro, Hamamoto, Ryuji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7465007/
https://www.ncbi.nlm.nih.gov/pubmed/32751349
http://dx.doi.org/10.3390/biom10081123