Development and validation of a multimodal model in predicting severe acute pancreatitis based on radiomics and deep learning.

Abstract

Authors

• Minyue Yin
  Department of Gastroenterology, the First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China.
• Jiaxi Lin
  Department of Gastroenterology, the First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China.
• Yu Wang
  Clinical and Technical Support, Philips Healthcare, Shanghai, China.
• Yuanjun Liu
  School of Computer Science and Technology, Soochow University, Suzhou, Jiangsu 215006, China.
• Rufa Zhang
  Department of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Changshu No. 1 People's Hospital, Suzhou, Jiangsu 215500, China.
• Wenbin Duan
  Department of Hepatobiliary Surgery, the People's Hospital of Hunan Province, Changsha, Hunan 410002, China.
• Zhirun Zhou
  Department of Obstetrics and Gynaecology, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215004, China.
• Shiqi Zhu
  Department of Gastroenterology, The First Affiliated Hospital of Soochow University, 188 Shizi Street, Suzhou , Jiangsu, 215000, China.
• Jingwen Gao
  Department of Gastroenterology, the First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China.
• Lu Liu
  College of Pharmacy, Harbin Medical University, Harbin, China.
• Xiaolin Liu
  Department of Physics, Shanghai University of Electric Power, Shanghai 200090, China. Electronic address: xlliu@shiep.edu.cn.
• Chenqi Gu
  Department of Radiology, the First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, China.
• Zhou Huang
  Department of Radiology, the First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, China.
• Xiaodan Xu
  Department of Gastroenterology, Changshu Hospital Affiliated to Soochow University, First People's Hospital of Changshu City, No.1 Shuyuan Street, Changshu, Jiangsu, 215500, China. xuxiaodan20@126.com.
• Chunfang Xu
  Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou 215000, China; Suzhou Clinical Center of Digestive Diseases, Suzhou 215000, China. Electronic address: xuchunfang@suda.edu.cn.
• Jinzhou Zhu
  Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou 215000, China.

Keywords

External Resources