RMS-SE-UNet: A Segmentation Method for Tumors in Breast Ultrasound Images

Zhu Honghan, Dong C. Liu,Liu Jingyan,Paul Liu,Hao Yin,Yulan Peng

2021 IEEE 6th International Conference on Computer and Communication Systems (ICCCS)（2021）

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摘要

It is a significant challenge to obtain accurate boundary of tumors due to much speckle noises. In this paper, we proposed some meaningful modules to address the problem. Firstly, a large amount of semantic information is needed to determine the boundary on account of fuzziness around the edge of breast tumor, we proposed residual multi-scale(RMS) block to collect larger receptive filed. Secondly,...

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关键词

Image segmentation,Ultrasonic imaging,Breast tumors,Malignant tumors,Image edge detection,Semantics,Medical services

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