Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks

03/04/2017

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by   Terrance DeVries, et al.

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We present a deep learning approach to the ISIC 2017 Skin Lesion Classification Challenge using a multi-scale convolutional neural network. Our approach utilizes an Inception-v3 network pre-trained on the ImageNet dataset, which is fine-tuned for skin lesion classification using two different scales of input images.