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The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools

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Published in:JMIR Human Factors
Format: Online Article RSS Article
Published: 2026
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container_title JMIR Human Factors
description
discipline_display Medical & Health Sciences
discipline_facet Medical & Health Sciences
format Online Article
RSS Article
genre Journal Article
id rss_article:48224
institution FRELIP
journal_source_facet JMIR Human Factors
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools
— — — — — Health and Safety
Public Health
Medical & Health Sciences
sub_discipline_display Public Health
sub_discipline_facet Public Health
subject_display — — — — — Health and Safety
Public Health
Medical & Health Sciences
— — — — — Health and Safety
Public Health
Medical & Health Sciences
subject_facet — — — — — Health and Safety
Public Health
Medical & Health Sciences
title The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools
title_auth The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools
title_full The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools
title_fullStr The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools
title_full_unstemmed The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools
title_short The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools
title_sort the role of explanations in ai-generated alerts: qualitative study of clinical views on explainable ai in predictive tools
topic — — — — — Health and Safety
Public Health
Medical & Health Sciences
url https://humanfactors.jmir.org/2026/1/e81460