Foundation Models in Healthcare: Opportunities, Risks & Strategies Forward
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Foundation models (FMs) are a new paradigm in AI. First pretrained on broad data at immense scale and subsequently adapted to more specific tasks, they achieve high performances and unlock powerful new capabilities to be leveraged in many domains, including healthcare. This SIG will bring together researchers and practitioners within the CHI community interested in such emerging technology and healthcare. Drawing attention to the rapid evolution of these models and proposals for their wide-spread adoption, we aim to demonstrate their strengths whilst simultaneously highlighting deficiencies and limitations that give raise to ethical and societal concerns. In particular, we will invite the community to actively debate how the field of HCI - with its research frameworks and methods - can help address some of these existing challenges and mitigate risks to ensure the safe and ethical use of the end-product; a requirement to realize many of the ambitious visions for how these models can positively transform healthcare delivery. This conversation will benefit from a diversity of voices, critical perspectives, and open debate, which are necessary to bring about the right norms and best practices, and to identify a path forward in devising responsible approaches to future FM design and use in healthcare.
Original language | English |
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Title of host publication | CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems |
Number of pages | 4 |
Publisher | Association for Computing Machinery, Inc. |
Publication date | 2023 |
Article number | 512 |
ISBN (Electronic) | 9781450394222 |
DOIs | |
Publication status | Published - 2023 |
Event | 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023 - Hamburg, Germany Duration: 23 Apr 2023 → 28 Apr 2023 |
Conference
Conference | 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023 |
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Land | Germany |
By | Hamburg |
Periode | 23/04/2023 → 28/04/2023 |
Sponsor | ACM SIGCHI, Apple, Bloomberg, Google, NSF, Siemens |
Bibliographical note
Publisher Copyright:
© 2023 Owner/Author.
- ethics, Foundation models, healthcare, interaction design, responsible AI, socio-technical systems
Research areas
ID: 347299573