BriefGPT.xyz
Mar, 2018
利用基于GAN的合成医学图像增强技术提高CNN在肝脏病变分类中的性能
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification
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Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger...
TL;DR
使用生成对抗网络合成医学图像,然后将其用于合成数据增强以提高卷积神经网络在医学图像分类中的性能。
Abstract
deep learning
methods, and in particular convolutional neural networks (CNNs), have led to an enormous breakthrough in a wide range of
computer vision
tasks, primarily by using large-scale annotated datasets. How
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