DARU‐Net: A dual attention residual U‐Net for uterine fibroids segmentation on MRI

Jian Zhang,Yang Liu,Liping Chen,Si Ma,Yuqing Zhong,Zhimin He,Chengwei Li,Zhibo Xiao, Yineng Zheng,Fajin Lv

Journal of Applied Clinical Medical Physics（2023）

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摘要

This work proposed an optimized U-Net with channel and spatial attention mechanisms to segment uterine fibroids on preoperative MR images. Results showed that DARU-Net was able to accurately segment uterine fibroids from MR images.

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关键词

U-Net,attention mechanism,deep learning,segmentation,uterine fibroid

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