Using Surgeon Hand Motions to Predict Surgical Maneuvers.

Journal: Human factors
Published Date:

Abstract

OBJECTIVE: This study explores how common machine learning techniques can predict surgical maneuvers from a continuous video record of surgical benchtop simulations.

Authors

  • David P Azari
    Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI.
  • Yu Hen Hu
    University of Wisconsin-Madison, USA.
  • Brady L Miller
    University of Wisconsin-Madison, USA.
  • Brian V Le
    University of Wisconsin-Madison, USA.
  • Robert G Radwin
    Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI.