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20212024
most citedRecent advances and clinical applications of deep learning in medical image analysis

1.1k citations · 1.1k across the 5 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 2 cited

Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms

Xuxin Chen, Ke Zhang, Neman Abdoli +5

Deep convolutional neural networks (CNNs) have been widely used in various medical imaging tasks. However, due to the intrinsic locality of convolution operation, CNNs generally ca…

cs.CV2022

Virtual Adversarial Training for Semi-supervised Breast Mass Classification

Xuxin Chen, Ximin Wang, Ke Zhang +7

This study aims to develop a novel computer-aided diagnosis (CAD) scheme for mammographic breast mass classification using semi-supervised learning. Although supervised deep learni…