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Dermoscopic Image Classification Method Using an Ensemble of Fine-Tuned Convolutional Neural Networks

Aiming at the problems of large intra-class differences, small inter-class differences, low contrast, and small and unbalanced datasets in dermoscopic images, this paper proposes a dermoscopic image classification method based on an ensemble of fine-tuned convolutional neural networks. By reconstruc...

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Detalles Bibliográficos
Autores principales: Shen, Xin, Wei, Lisheng, Tang, Shaoyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185225/
https://www.ncbi.nlm.nih.gov/pubmed/35684768
http://dx.doi.org/10.3390/s22114147