SAGES video acquisition framework-analysis of available OR recording technologies by the SAGES AI task force.

Journal: Surgical endoscopy
Published Date: Feb 2, 2023

Abstract

BACKGROUND: Surgical video recording provides the opportunity to acquire intraoperative data that can subsequently be used for a variety of quality improvement, research, and educational applications. Various recording devices are available for standard operating room camera systems. Some allow for collateral data acquisition including activities of the OR staff, kinematic measurements (motion of surgical instruments), and recording of the endoscopic video streams. Additional analysis through computer vision (CV), which allows software to understand and perform predictive tasks on images, can allow for automatic phase segmentation, instrument tracking, and derivative performance-geared metrics. With this survey, we summarize available surgical video acquisition technologies and associated performance analysis platforms.

Authors

  • Filippo Filicori
    Intraoperative Performance Analytics Laboratory (IPAL), Department of General Surgery, Northwell Health, Lenox Hill Hospital, 186 E. 76th Street, 1st Floor, New York, NY, 10021, USA.
  • Daniel P Bitner
    Intraoperative Performance Analytics Laboratory (IPAL), Department of General Surgery, Northwell Health, Lenox Hill Hospital, 186 E. 76th Street, 1st Floor, New York, NY, 10021, USA. DBitner@northwell.edu.
  • Hans F Fuchs
    Department of Surgery, University of Cologne, Kerpener Str. 62, Cologne, 50937, Germany. hans-fuchs@freenet.de.
  • Mehran Anvari
    McMaster University, Department of Surgery, Hamilton, Ontario, L8N 4A6, Canada.
  • Ganesh Sankaranaraynan
    Artificial Intelligence and Medical Simulation (AIMS) Lab, Department of Surgery, UT Southwestern Medical Center, Dallas, TX, USA.
  • Matthew B Bloom
    Minimally Invasive Surgery Laboratory, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Daniel A Hashimoto
    Department of Surgery, Massachusetts General Hospital, Boston, MA.
  • Amin Madani
    Department of Surgery, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY 10032, USA.
  • Pietro Mascagni
    IHU Strasbourg, Strasbourg, France.
  • Christopher M Schlachta
    London Health Sciences Centre, Canadian Surgical Technologies & Advanced Robotics, London, Ontario, Canada.
  • Mark Talamini
    Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA.
  • Ozanan R Meireles
    Department of Surgery, Massachusetts General Hospital, Boston, MA.

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