A low-cost high-performance data augmentation for deep learning-based skin lesion classification
Objective and Impact Statement. There is a need to develop high-performance and low-cost
data augmentation strategies for intelligent skin cancer screening devices that can be
deployed in rural or underdeveloped communities. The proposed strategy can not only
improve the classification performance of skin lesions but also highlight the potential regions
of interest for clinicians' attention. This strategy can also be implemented in a broad range of
clinical disciplines for early screening and automatic diagnosis of many other diseases in …
data augmentation strategies for intelligent skin cancer screening devices that can be
deployed in rural or underdeveloped communities. The proposed strategy can not only
improve the classification performance of skin lesions but also highlight the potential regions
of interest for clinicians' attention. This strategy can also be implemented in a broad range of
clinical disciplines for early screening and automatic diagnosis of many other diseases in …
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