Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network Ensemble

03/09/2017

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by   Kazuhisa Matsunaga, et al.

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This short paper reports the method and the evaluation results of Casio and Shinshu University joint team for the ISBI Challenge 2017 - Skin Lesion Analysis Towards Melanoma Detection - Part 3: Lesion Classification hosted by ISIC. Our online validation score was 0.958 with melanoma classifier AUC 0.924 and seborrheic keratosis classifier AUC 0.993.