Episode Length: 34:39

Author: Winkler-Schwartz et. al.

Publication: Machine Learning Identification of Surgical and Operative Factors Associated With Surgical Expertise in Virtual Reality Simulation

Purpose of study: “To identify surgical and operative factors selected by a machine learning algorithm to accurately classify participants by level of expertise in a virtual reality surgical procedure.”

Voting for Methodology and Impact: 28:07

Read a KeyLIMErs response to this Episode here

Follow our co-hosts on Twitter!

Jason R. Frank: @drjfrank 

Jonathan Sherbino: @sherbino 

Linda Snell: @LindaSMedEd 

Lara Varpio: @LaraVarpio

Lara Varpio's Disclaimer: The views expressed in this manuscript are solely those of the authors and do not necessarily reflect those of the Uniformed Services University of the Unites States Department of Defense. 

Want to learn more about KeyLIME? Click here!

Full transcript for this Episode is available here.