Transformer-based skeletal muscle deep-learning model for survival prediction in gastric cancer patients after curative resection.

Abstract

Authors

• Qiuying Chen
  Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
• Lian Jian
  Department of Radiology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, China.
• Hua Xiao
  Department of Hepatobiliary and Intestinal Surgery, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, People's Republic of China.
• Bin Zhang
  Department of Psychiatry, Sleep Medicine Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
• Xiaoping Yu
  Department of Radiology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, China.
• Bo Lai
  Department of Radiology, The First Affiliated Hospital, Jinan University, No. 613, Huangpu West Road, Tianhe District, Guangzhou, Guangdong, 510627, People's Republic of China.
• Xuewei Wu
  Department of Radiology, the First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China.
• Jingjing You
  Department of Radiology, The First Affiliated Hospital of Jinan University, Guangzhou, China.
• Zhe Jin
  Zhejiang University, College of Computer Science and Technology, Hangzhou, China.
• Li Yu
  Key Laboratory of Colloid and Interface Chemistry, Shandong University, Ministry of Education, Jinan 250100, P. R. China. ylmlt@sdu.edu.cn.
• Shuixing Zhang
  Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, PR China; Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, Guangdong, PR China. Electronic address: shui7515@126.com.

Keywords

External Resources