Surgical data science and artificial intelligence for surgical education

J Surg Oncol. 2021 Aug;124(2):221-230. doi: 10.1002/jso.26496.

Abstract

Surgical data science (SDS) aims to improve the quality of interventional healthcare and its value through the capture, organization, analysis, and modeling of procedural data. As data capture has increased and artificial intelligence (AI) has advanced, SDS can help to unlock augmented and automated coaching, feedback, assessment, and decision support in surgery. We review major concepts in SDS and AI as applied to surgical education and surgical oncology.

Keywords: artificial intelligence; computer vision systems; data science; deep learning; surgical education.

Publication types

  • Review

MeSH terms

  • Artificial Intelligence*
  • Clinical Competence
  • Data Science*
  • Decision Support Systems, Clinical
  • Education, Medical, Graduate / methods*
  • Europe
  • Humans
  • North America
  • Surgical Oncology / education*
  • Surgical Procedures, Operative / education
  • Surgical Procedures, Operative / methods