CHI 2021 WS CFP: Realizing AI in Healthcare:
Challenges Appearing in the Wild
Deadline: February 21st
More information: https://bit.ly/RealizingAIinHealthcareWS
In conjunction with CHI 2021: https://chi2021.acm.org/
May 8th and 9th 2021 [Online workshop]
DESCRIPTION
This workshop will explore the role of HCI in enabling the implementation
of AI in real-world healthcare. Drawing on fieldwork, prototypes, and case
studies, we will reflect on key concepts in AI, including 'explainability',
'trust', and 'accuracy', to support researchers and developers in taking a
more sociotechnical and human-centered perspective when using AI systems to
change care delivery.
AI research has been growing steadily and promising to improve results for
many areas of healthcare. HCI has contributed to these discussions, mainly
with studies on explainability of advanced algorithms. However, only few
machine learning systems make it to 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. With this workshop we aim to set
the stage for a new wave of HCI research that accounts for and begins to
develop new insights, concepts, and methods, for going the 'last mile' with
AI in healthcare.
CONTRIBUTING
We expect position papers describing or discussing artifacts, empirical
results, theoretical reflections, and design explorations, that reflect on
insights, concepts, or methods related to the implementation and use of AI
in healthcare. We encourage submissions from researchers, engineers,
designers, data scientists, social scientists, medical professionals, and
patients, who are interested in broadening reflections around human-centred
AI in healthcare and the sociotechnical challenges appearing in the wild.
Possible topics include, but are not limited to:
- Empirical studies of healthcare AI in the wild
- Methodological challenges for studying AI systems in the wild
- Human-centred AI in the HCI design process
- Theories and framings for broadening HCI approaches to AI and health
- Sociotechnical impacts and critical perspectives
- Expanding the conception of what AI-tools in healthcare should offer
Prospective participants are invited to submit a 4-5 pages position paper
using the CHI 2021 Format - references are excluded from page count.
Accepted position papers will be published by the ACM Digital Library.
Non-academics can apply to the workshop with a motivation letter.
Submissions should be sent to: chi2021wsaihealth@gmail.com by February 21st
2021.
Moreover, all authors will be invited to expand their research and submit a
full paper to a special issue that is being prepared on the same topic for
a key HCI journal.
IMPORTANT DATES
February 21st 2021: Submission deadline
March 19th 2021: Notification of acceptance
April 23rd 2021: Camera-ready version of papers
April 30th 2021: Short videos from authors
May 8th and 9th 2021: Workshop at CHI 2021
ORGANISERS
Tariq Osman Andersen, University of Copenhagen and Vital Beats ApS
Francisco Nunes, Fraunhofer Portugal AICOS
Lauren Wilcox, Google, Inc and Georgia Tech
Elizabeth Kaziunas, AI Now, New York University
Stina Matthiesen, University of Copenhagen
Farah Magrabi, Macquarie University
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