Human-AI Collaboration in Healthcare: A Review and Research Agenda

Simple item page
dc.contributor.authorLai, Yi
dc.contributor.authorKankanhalli, Atreyi
dc.contributor.authorOng, Desmond
dc.date.accessioned2020-12-24T19:02:42Z
dc.date.available2020-12-24T19:02:42Z
dc.date.issued2021-01-05
dc.description.abstractAdvances in Artificial Intelligence (AI) have led to the rise of human-AI collaboration. In healthcare, such collaboration could mitigate the shortage of qualified healthcare workers, assist overworked medical professionals, and improve the quality of healthcare. However, many challenges remain, such as investigating biases in clinical decision-making, the lack of trust in AI and adoption issues. While there is a growing number of studies on the topic, they are in disparate fields, and we lack a summary understanding of this research. To address this issue, this study conducts a literature review to examine prior research, identify gaps, and propose future research directions. Our findings indicate that there are limited studies about the evolving and interactive collaboration process in healthcare, the complementarity of humans and AI, the adoption and perception of AI, and the long-term impact on individuals and healthcare organizations. Additionally, more theory-driven research is needed to inform the design, implementation, and use of collaborative AI for healthcare and to realize its benefits.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2021.046
dc.identifier.isbn978-0-9981331-4-0
dc.identifier.urihttp://hdl.handle.net/10125/70657
dc.language.isoEnglish
dc.relation.ispartofProceedings of the 54th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectCollaboration with Intelligent Systems: Machines as Teammates
dc.subjectartificial intelligence
dc.subjecthealthcare
dc.subjecthuman-ai collaboration
dc.subjectresearch agenda
dc.subjectreview
dc.titleHuman-AI Collaboration in Healthcare: A Review and Research Agenda
prism.startingpage390

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
0039.pdf
Size:
527.43 KB
Format:
Adobe Portable Document Format
Download

Collections

Collaboration with Intelligent Systems: Machines as Teammates