Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification

Xin Yi
Xin Yi
Ekta Walia
Ekta Walia

arXiv: Computer Vision and Pattern Recognition, Volume abs/1804.03700, 2018.

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Abstract:

Melanoma is a curable aggressive skin cancer if detected early. Typically, the diagnosis involves initial screening with subsequent biopsy and histopathological examination if necessary. Computer aided diagnosis offers an objective score that is independent of clinical experience and the potential to lower the workload of a dermatologist....More

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