User-Centered Development of Explanation User Interfaces for AI-Based CDSS: Lessons Learned from Early Phases

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

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

OriginalspracheEnglisch
TitelDigital Health and Informatics Innovations for Sustainable Health Care Systems
Seiten570-574
Seitenumfang5
Band316
ISBN (elektronisch)978-1-64368-533-5
PublikationsstatusVeröffentlicht - 22 Aug. 2024
Peer-Review-StatusJa

Publikationsreihe

ReiheStudies in health technology and informatics
Band316
ISSN0926-9630

Externe IDs

Scopus 85202003300
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