Key challenges for delivering clinical impact with artificial intelligence.

Journal: BMC medicine
Published Date:

Abstract

BACKGROUND: Artificial intelligence (AI) research in healthcare is accelerating rapidly, with potential applications being demonstrated across various domains of medicine. However, there are currently limited examples of such techniques being successfully deployed into clinical practice. This article explores the main challenges and limitations of AI in healthcare, and considers the steps required to translate these potentially transformative technologies from research to clinical practice.

Authors

  • Christopher J Kelly
    Google Health, London, UK. cjkelly@google.com.
  • Alan Karthikesalingam
    Department of Outcomes Research, St George's Vascular Institute, London, SW17 0QT, United Kingdom.
  • Mustafa Suleyman
    DeepMind, London, UK.
  • Greg Corrado
    Google, Mountain View, California (M.H., M.D.H., G.C.).
  • Dominic King
    DeepMind, London, UK.