Enhancing Clinical Decision Support: A Heuristic Evaluation of Explainable AI in Healthcare Dashboards.

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Title: Enhancing Clinical Decision Support: A Heuristic Evaluation of Explainable AI in Healthcare Dashboards.
Authors: van Dort BA; Amsterdam UMC location University of Amsterdam, Department of Medical Informatics, eHealth Living and Learning Lab, Amsterdam, The Netherlands., López Cañizares J; Amsterdam UMC location University of Amsterdam, Department of Medical Informatics, eHealth Living and Learning Lab, Amsterdam, The Netherlands., Marcilly R; Univ. Lille, CHU Lille, ULR 2694 - METRICS : Évaluation des technologies de santé et des pratiques médicales, F-59000 Lille, France; Inserm, CIC-IT 1403, F-59000 Lille, France., Peute L; Amsterdam UMC location University of Amsterdam, Department of Medical Informatics, eHealth Living and Learning Lab, Amsterdam, The Netherlands., Sent D; Jheronimus Academy of Data Science, Eindhoven University of Technology, Tilburg University, 's-Hertogenbosch, The Netherlands.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 May 15; Vol. 327, pp. 343-347.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22van+Dort+BA%22">van Dort BA</searchLink>; Amsterdam UMC location University of Amsterdam, Department of Medical Informatics, eHealth Living and Learning Lab, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22López+Cañizares+J%22">López Cañizares J</searchLink>; Amsterdam UMC location University of Amsterdam, Department of Medical Informatics, eHealth Living and Learning Lab, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Marcilly+R%22">Marcilly R</searchLink>; Univ. Lille, CHU Lille, ULR 2694 - METRICS : Évaluation des technologies de santé et des pratiques médicales, F-59000 Lille, France; Inserm, CIC-IT 1403, F-59000 Lille, France.<br /><searchLink fieldCode="AU" term="%22Peute+L%22">Peute L</searchLink>; Amsterdam UMC location University of Amsterdam, Department of Medical Informatics, eHealth Living and Learning Lab, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Sent+D%22">Sent D</searchLink>; Jheronimus Academy of Data Science, Eindhoven University of Technology, Tilburg University, 's-Hertogenbosch, The Netherlands.
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        Value: 10.3233/SHTI250341
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              Text: 2025 May 15
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