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点击上方 “机器学习研究会” 可以订阅哦 摘要 转自:爱可可-爱生活 论文《 High-Resolution Breast Cancer Screenin g with Multi-View Deep Convolutional Neural Networks 》摘要: Recent advances in deep learning for object recognition in natural images has prompted a surge of interest in applying a similar set of techniques to medical images. Most of the initial attempts largely focused on replacing the input to such a deep convolutional neural network from a natural image to a medical image. This, however, does not take into consideration the fundamental differences between these two types of data. More specifically, detection or recognition of an anomaly in medical images depends significantly on fine details, unlike object recognition in natural images where coarser, more global structures matter
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