Unsupervised X-ray image segmentation with task driven generative adversarial networks.

Yue Zhang,Shun Miao,Tommaso Mansi,Rui Liao

Medical Image Analysis（2020）

引用 51|浏览63

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摘要

•Generative adversarial network with added supervision from task-related networks.•Simultaneous image synthesis and parsing between annotated DRRs and unannotated X-rays.•Unsupervised X-ray image segmentation with promising results close to supervised protocol.

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关键词

Unsupervised domain adaptation,X-Ray image segmentation,Generative adversarial networks,Task driven modeling,Image-to-image networks

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