专栏名称: 机器学习研究会
机器学习研究会是北京大学大数据与机器学习创新中心旗下的学生组织,旨在构建一个机器学习从事者交流的平台。除了及时分享领域资讯外,协会还会举办各种业界巨头/学术神牛讲座、学术大牛沙龙分享会、real data 创新竞赛等活动。
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【论文】基于多视深度卷积网络的高分辨率乳腺癌筛查

机器学习研究会  · 公众号  · AI  · 2017-03-23 18:49

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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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