Artificial Intelligence in Kidney Transplantation: A Scoping Review

Stud Health Technol Inform. 2022 May 25:294:254-258. doi: 10.3233/SHTI220448.

Abstract

Artificial Intelligence (AI) technologies are increasingly being used to enhance kidney transplant outcomes. In this review, we explore the use of AI in kidney transplantation (KT) in the existing literature. Four databases were searched to identify a total of 33 eligible studies. AI technologies were used to help in diagnostic, predictive and medication management purposes for kidney transplant patients. AI is an emerging tool in KT, however, there is a research gap exploring the limitations associated with implementing AI technologies in the field. Research is also needed to recognize clinical educational needs and other barriers to promote adoption and standardization of care for KT patients amongst clinicians.

Keywords: Artificial Intelligence; Deep Learning; Kidney Transplant; Machine Learning.

Publication types

  • Review

MeSH terms

  • Artificial Intelligence*
  • Data Management
  • Humans
  • Kidney Failure, Chronic / diagnosis
  • Kidney Failure, Chronic / drug therapy
  • Kidney Failure, Chronic / surgery*
  • Kidney Transplantation* / standards
  • Technology