Biopsy or Follow-up: AI Improves the Clinical Strategy of US BI-RADS 4A Breast Nodules Using a Convolutional Neural Network.

Abstract

Authors

• Mei Yi
  Department of Ultrasound, Nanfang Hospital, Southern Medical University, Guangzhou, China.
• Yue Lin
  Institute of Applied Remote Sensing and Information Technology, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China.
• Zehui Lin
  National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, 518060, China.
• Ziting Xu
  Department of Ultrasound, Nanfang Hospital, Southern Medical University, 1838 Guangzhou Avenue North, Baiyun District, Guangzhou, Guangdong Province, P. R. China.
• Lian LI
• Ruobing Huang
  Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, UK. Electronic address: ruobing.huang@eng.ox.ac.uk.
• Weijun Huang
• Nannan Wang
• Yanling Zuo
  Department of Ultrasound Imaging, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, China.
• Nuo Li
  Department of Ultrasound, Nanfang Hospital, Southern Medical University, Guangzhou, China.
• Dong Ni
• Yanyan Zhang
  College of Command Information System, PLA University of Science and Technology, Nanjing 210007, China.
• Yingjia Li
  Department of Ultrasound, Nanfang Hospital, Southern Medical University, 1838 Guangzhou Avenue North, Baiyun District, Guangzhou, Guangdong Province, P. R. China. lyjia@smu.edu.cn.

Keywords

External Resources