Automatic segmentation of esophageal cancer, metastatic lymph nodes and their adjacent structures in CTA images based on the UperNet Swin network.

Abstract

Authors

• Runyuan Wang
  Department of Digital Medicine, College of Biomedical Engineering and Medical Imaging, Army Medical University (Third Military Medical University), Chongqing, China.
• Xingcai Chen
  Department of Digital Medicine, School of Biomedical Engineering and Imaging Medicine, Army Medical University, Chongqing, 400038, P. R. China.
• Xiaoqin Zhang
  Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, PR China.
• Ping He
  Shanghai Hospital Development Center, Shanghai 200040, China. Electronic address: heping@shdc.org.cn.
• Jinfeng Ma
  Department of General Surgery, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, China.
• Huilin Cui
  Department of Histology and Embryology, Shanxi Medical University, Taiyuan, China.
• Ximei Cao
  Department of Histology and Embryology, Shanxi Medical University, Taiyuan, China.
• Yongjian Nian
  Department of Digital Medicine, School of Biomedical Engineering and Imaging Medicine, Army Medical University (Third Military Medical University), Chongqing, 400038, China. Electronic address: yjnian@tmmu.edu.cn.
• Ximing Xu
  Department of Pharmaceutics, School of Pharmacy, Jiangsu University, Zhenjiang, People's Republic of China.
• Wei Wu
  Department of Pharmacy, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.
• Yi Wu
  School of International Communication and Arts, Hainan University, Haikou, China.

Keywords

External Resources