Suppr超能文献

[便携式超声辅助乳腺癌筛查系统的设计与实现]

[Design and implementation for portable ultrasound-aided breast cancer screening system].

作者信息

Wang Zhicheng, He Bingbing, Zhang Yufeng, Li Zhiyao, Yao Ruihan, Huang Kai

机构信息

The Department of Electronic Engineering, School of Information, Yunnan University, Kunming 650091, P. R. China.

The Department of Ultrasound, the Third Affiliated Hospital of Kunming Medical College, Kunming 650118, P. R. China.

出版信息

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2022 Apr 25;39(2):390-397. doi: 10.7507/1001-5515.202108015.

Abstract

Early screening is an important means to reduce breast cancer mortality. In order to solve the problem of low breast cancer screening rates caused by limited medical resources in remote and impoverished areas, this paper designs a breast cancer screening system aided with portable ultrasound Clarius. The system automatically segments the tumor area of the B-ultrasound image on the mobile terminal and uses the ultrasound radio frequency data on the cloud server to automatically classify the benign and malignant tumors. Experimental results in this study show that the accuracy of breast tumor segmentation reaches 98%, and the accuracy of benign and malignant classification reaches 82%, and the system is accurate and reliable. The system is easy to set up and operate, which is convenient for patients in remote and poor areas to carry out early breast cancer screening. It is beneficial to objectively diagnose disease, and it is the first time for the domestic breast cancer auxiliary screening system on the mobile terminal.

摘要

早期筛查是降低乳腺癌死亡率的重要手段。为解决偏远贫困地区医疗资源有限导致乳腺癌筛查率低的问题,本文设计了一种借助便携式超声Clarius辅助的乳腺癌筛查系统。该系统在移动终端上自动分割B超图像的肿瘤区域,并利用云服务器上的超声射频数据自动对良性和恶性肿瘤进行分类。本研究的实验结果表明,乳腺肿瘤分割准确率达到98%,良恶性分类准确率达到82%,系统准确可靠。该系统易于搭建和操作,便于偏远贫困地区的患者进行早期乳腺癌筛查。有利于客观诊断疾病,是国内首次在移动终端上的乳腺癌辅助筛查系统。

相似文献

2
A case-oriented web-based training system for breast cancer diagnosis.面向病例的乳腺癌诊断网络培训系统。
Comput Methods Programs Biomed. 2018 Mar;156:73-83. doi: 10.1016/j.cmpb.2017.12.028. Epub 2017 Dec 23.
7
Breast ultrasound image segmentation: a survey.乳腺超声图像分割:综述。
Int J Comput Assist Radiol Surg. 2017 Mar;12(3):493-507. doi: 10.1007/s11548-016-1513-1. Epub 2017 Jan 9.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验