A CT-based deep learning for segmenting tumors and predicting microsatellite instability in patients with colorectal cancers: a multicenter cohort study.

Abstract

Authors

• Weicui Chen
  Radiology Department, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120, Guangdong, China.
• Kaiyi Zheng
  School of Biomedical Engineering, Southern Medical University, Guangzhou, China.
• Wenjing Yuan
  Radiology Department, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120, Guangdong, China.
• Ziqi Jia
  Department of Thoracic Surgery, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China.
• Yuankui Wu
• Xiaohui Duan
  Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China. Electronic address: duanxh5@mail.sysu.edu.cn.
• Wei Yang
  Key Laboratory of Structure-Based Drug Design and Discovery (Shenyang Pharmaceutical University), Ministry of Education, School of Traditional Chinese Materia Medica, Shenyang Pharmaceutical University, Wenhua Road 103, Shenyang 110016, PR China. Electronic address: 421063202@qq.com.
• Zhibo Wen
  Radiology Department, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China. zhibowen@163.com.
• Liming Zhong
  Guangdong Provincial Key Laboratory of Medical Image Processing, School of Biomedical Engineering, Southern Medical University, Guangzhou, China.
• Xian Liu
  Department of Radiology, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, PR China.

Keywords

External Resources