Realizing AI in healthcare: challenges appearing in the wild

Tariq Osman Andersen*, Francisco Nunes*, Lauren Wilcox, Elizabeth Kaziunas, Stina Matthiesen, Farah Magrabi*

*Corresponding author for this work

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

Abstract

The last several years have shown a strong growth of Artificial Intelligence (AI) technologies with promising results for many areas of healthcare. HCI has contributed to these discussions, mainly with studies on explainability of advanced algorithms. However, there are only few AI-systems based on machine learning algorithms that make it to the real world and everyday care. This challenging move has been named the “last mile” of AI in healthcare, emphasizing the sociotechnical uncertainties and unforeseen learnings from involving users in the design or use of AI-based systems. The aim of this workshop is to set the stage for a new wave of HCI research that accounts for and begins to develop new insights, concepts, and methods, for transitioning from development to implementation and use of AI in healthcare. Participants are invited to collaboratively define an HCI research agenda focused on healthcare AI in the wild, which will require examining end-user engagements and questioning underlying concepts of AI in healthcare.
Original languageEnglish
Title of host publication CHI EA '21
Subtitle of host publicationextended abstracts of the 2021 CHI Conference on Human Factors in Computing Systems
EditorsYoshifumi Kitamura, Aaron Quigley, Katherine Isbister, Takeo Igarashi
Place of PublicationNew York, NY
PublisherAssociation for Computing Machinery (ACM)
Number of pages5
ISBN (Electronic)9781450380959
DOIs
Publication statusPublished - 8 May 2021
Event2021 CHI Conference on Human Factors in Computing Systems: CHI 2021 - Virtual event, Yokohama, Japan
Duration: 8 May 202113 May 2021

Conference

Conference2021 CHI Conference on Human Factors in Computing Systems
CountryJapan
CityYokohama
Period8/05/2113/05/21

Keywords

  • artificial intelligence
  • human computer interaction

Fingerprint

Dive into the research topics of 'Realizing AI in healthcare: challenges appearing in the wild'. Together they form a unique fingerprint.

Cite this