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Jun, 2018
多尺度深度分类器使用于乳腺X线摄影评估
Mammography Assessment using Multi-Scale Deep Classifiers
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Ulzee An, Khader Shameer, Lakshmi Subramanian
TL;DR
利用卷积神经网络对乳腺X光造影图像进行分类,提出了一种高性能组织评估方法,采用局部组织分类器的方法在不同尺度上对可疑发现的组织块进行分类,使AUC超过了0.9,并使用该方法生成了适用于临床设置的显著性图像。
Abstract
Applying
deep learning
methods to
mammography assessment
has remained a challenging topic. Dense noise with sparse expressions, mega-pixel raw data resolution, lack of diverse examples have all been factors affec
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