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Breast cancer detection using synthetic mammograms from generative adversarial networks in convolutional neural networks

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The convolutional neural network (CNN) is a promising technique to detect breast cancer based on mammograms. Training the CNN from scratch, however, requires a large amount of labeled data. Such a requirement usually is infeasible for some kinds of medical ima... ...