Computer Vision Analysis of Intraoperative Video: Automated Recognition of Operative Steps in Laparoscopic Sleeve Gastrectomy.

Journal: Annals of surgery
PMID:

Abstract

OBJECTIVE(S): To develop and assess AI algorithms to identify operative steps in laparoscopic sleeve gastrectomy (LSG).

Authors

  • Daniel A Hashimoto
    Department of Surgery, Massachusetts General Hospital, Boston, MA.
  • Guy Rosman
    Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Boston, MA.
  • Elan R Witkowski
    Surgical Artificial Intelligence and Innovation Laboratory, Massachusetts General Hospital, Boston, MA.
  • Caitlin Stafford
    Surgical Artificial Intelligence and Innovation Laboratory, Massachusetts General Hospital, Boston, MA.
  • Allison J Navarette-Welton
    Surgical Artificial Intelligence and Innovation Laboratory, Massachusetts General Hospital, Boston, MA.
  • David W Rattner
    Department of Surgery, Massachusetts General Hospital, Boston, MA.
  • Keith D Lillemoe
    Massachusetts General Hospital, Boston, MA.
  • Daniela L Rus
  • Ozanan R Meireles
    Department of Surgery, Massachusetts General Hospital, Boston, MA.