User-Centered Development of Explanation User Interfaces for AI-Based CDSS: Lessons Learned from Early Phases
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
Beitragende
Abstract
This paper reports lessons learned during the early phases of the user-centered design process for an explanation user interface for an AI-based clinical decision support system for the intensive care unit. This paper focuses on identifying and verifying physicians' explanation needs in a multi-center, multi-country project. The explanation needs identified through context analysis and user requirements prioritization in an initial center differed from those identified through questionnaire responses from N= 9 physicians after a multi-center project workshop. These results highlight the caution that should be taken when eliciting explanation needs during the user-centered design process.
Details
Originalsprache | Englisch |
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Titel | Digital Health and Informatics Innovations for Sustainable Health Care Systems |
Seiten | 570-574 |
Seitenumfang | 5 |
Band | 316 |
ISBN (elektronisch) | 978-1-64368-533-5 |
Publikationsstatus | Veröffentlicht - 22 Aug. 2024 |
Peer-Review-Status | Ja |
Publikationsreihe
Reihe | Studies in health technology and informatics |
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Band | 316 |
ISSN | 0926-9630 |
Externe IDs
Scopus | 85202003300 |
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ORCID | /0000-0002-7562-2707/work/166764614 |
ORCID | /0000-0002-9888-8460/work/166764825 |
Schlagworte
Schlagwörter
- Artificial Intelligence, Decision Support Systems, Clinical, Humans, Intensive Care Units, User-Centered Design, User-Computer Interface