Magnetic resonance imaging-based deep learning model to predict multiple firings in double-stapled colorectal anastomosis.

Journal: World journal of gastroenterology
PMID: 36688017

Abstract

BACKGROUND: Multiple linear stapler firings during double stapling technique (DST) after laparoscopic low anterior resection (LAR) are associated with an increased risk of anastomotic leakage (AL). However, it is difficult to predict preoperatively the need for multiple linear stapler cartridges during DST anastomosis.

Authors

  • Zheng-Hao Cai
    Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
  • Qun Zhang
    School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 201100, China.
  • Zhan-Wei Fu
    Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
  • Abraham Fingerhut
    Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
  • Jing-Wen Tan
    Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
  • Lu Zang
    Department of Surgery, Ruijin Hospital, Shanghai Jiaotong University, School of Medicine, Shanghai, China.
  • Feng Dong
    School of Economics and Management, China University of Mining and Technology, Xuzhou 221116, China.
  • Shu-Chun Li
    Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
  • Shi-Lin Wang
    School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 201100, China.
  • Jun-Jun Ma
    Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China. marsnew1997@163.com.

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