Unlocking the black box: Enhancing human-AI collaboration in high-stakes healthcare scenarios through explainable AI

Despite the advanced predictive capabilities of artificial intelligence (AI) systems, their inherent opacity often leaves users confused about the rationale behind their outputs. We investigate the challenge of AI opacity, which undermines user trust and the effectiveness of clinical judgment in hea...

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Bibliographic Details

Published in:	Technological forecasting & social change Vol. 219; p. 124265
Main Authors:	Hassan, Reda, Nguyen, Nhien, Finserås, Stine Rasdal, Adde, Lars, Strümke, Inga, Støen, Ragnhild
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.10.2025
Subjects:	Decision making Explainable AI (XAI) Medical diagnosis Opacity Professional judgment Trust in AI Uncertainty Uncertainty Professional judgment Decision making Explainable AI (XAI) Opacity Medical diagnosis Trust in AI
ISSN:	0040-1625
Online Access:	Get full text
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