Using clinical simulation to evaluate AI-enabled decision support

David Lyell*, Adriaan Lustig, Kate Denyer, Satya Vedantam, Farah Magrabi

*Corresponding author for this work

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

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Abstract

Clinical simulation is a useful method for evaluating AI-enabled clinical decision support (CDS). Simulation studies permit patient- and risk-free evaluation and far greater experimental control than is possible with clinical studies. The effect of CDS assisted and unassisted patient scenarios on meaningful downstream decisions and actions within the information value chain can be evaluated as outcome measures. This paper discusses the use of clinical simulation in CDS evaluation and presents a case study to demonstrate the feasibility of its application.
Original languageEnglish
Title of host publicationMEDINFO 2023 - The future is accessible
Subtitle of host publicationProceedings of the 19th World Congress on Medical and Health Informatics
Editors Jen Bichel-Findlay, Paula Otero, Philip Scott, Elaine Huesing
Place of PublicationAmsterdam
PublisherIOS Press
Pages299-303
Number of pages5
ISBN (Electronic)9781643684574
ISBN (Print)9781643684567
DOIs
Publication statusPublished - 25 Jan 2024
EventMEDINFO 2023 - Sydney, Australia
Duration: 8 Jul 202312 Jul 2023

Publication series

NameStudies in Health Technology and Informatics
PublisherIOS Press
Volume310
ISSN (Print)0926-9630
ISSN (Electronic)1879-8365

Conference

ConferenceMEDINFO 2023
Country/TerritoryAustralia
CitySydney
Period8/07/2312/07/23

Bibliographical note

Copyright the International Medical Informatics Association (IMIA) and IOS Press 2024. Version archived for private and non-commercial use with the permission of the author/s and according to publisher conditions. For further rights please contact the publisher.

Keywords

  • Clinical decision support
  • evaluation
  • clinical decision making

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