Cross-grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images

Author:

Yu Ziqi1,Zhao Botao2,Zhang Yipin1,Zhang Shengjie1,Chen Xiang1,Yang Haibo1,Peng Tingying3,Zhang Xiao-Yong1

Affiliation:

1. Fudan University,Institute of Science and Technology for Brain-Inspired Intelligence

2. Zhejiang Lab,Research Center for Augmented Intelligence

3. Helmholtz Zentrum Muenchen,Helmholtz AI

Publisher

IEEE

Reference35 articles.

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3. Context-encoding variational autoencoder for unsupervised anomaly detection;Zimmerer,2018

4. Auto-encoding variational bayes;Kingma,2013

5. Unsupervised detection of lesions in brain mri using constrained adversarial auto-encoders;Chen,2018

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