HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation

Zhang Bing
Zhang Bing
Zhang Xin
Zhang Xin
Cao Xiaohuan
Cao Xiaohuan
Nie Dong
Nie Dong
Zhang Junfeng
Zhang Junfeng
Cited by: 0|Bibtex|Views37|Links

Abstract:

Accurate segmentation of the prostate is a key step in external beam radiation therapy treatments. In this paper, we tackle the challenging task of prostate segmentation in CT images by a two-stage network with 1) the first stage to fast localize, and 2) the second stage to accurately segment the prostate. To precisely segment the prost...More

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