Artificial Intelligence in Kidney Transplantation: A Scoping Review

  • Asma Alamgir
  • , Hagar Hussein
  • , Yasmin Abdelaal
  • , Alaa Abd-Alrazaq
  • , Mowafa Househ*
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationChallenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022
EditorsBrigitte Seroussi, Patrick Weber, Ferdinand Dhombres, Cyril Grouin, Jan-David Liebe, Jan-David Liebe, Jan-David Liebe, Sylvia Pelayo, Andrea Pinna, Bastien Rance, Bastien Rance, Lucia Sacchi, Adrien Ugon, Adrien Ugon, Arriel Benis, Parisis Gallos
PublisherIOS Press BV
Pages254-258
Number of pages5
ISBN (Electronic)9781643682846
DOIs
Publication statusPublished - 25 May 2022
Event32nd Medical Informatics Europe Conference, MIE 2022 - Nice, France
Duration: 27 May 202230 May 2022

Publication series

NameStudies in Health Technology and Informatics
Volume294
ISSN (Print)0926-9630
ISSN (Electronic)1879-8365

Conference

Conference32nd Medical Informatics Europe Conference, MIE 2022
Country/TerritoryFrance
CityNice
Period27/05/2230/05/22

Keywords

  • Artificial Intelligence
  • Deep Learning
  • Kidney Transplant
  • Machine Learning

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