Deep convolutional neural network with fusion strategy for skin cancer recognition: model development and validation

Abstract We aimed to develop an accurate and efficient skin cancer classification system using deep-learning technology with a relatively small dataset of clinical images. We proposed a novel skin cancer classification method, SkinFLNet, which utilizes model fusion and lifelong learning technologies...

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Bibliographic Details
Main Authors: Chao-Kuei Juan, Yu-Hao Su, Chen-Yi Wu, Chi-Shun Yang, Chung-Hao Hsu, Che-Lun Hung, Yi-Ju Chen
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-42693-y