The Role of XAI in Advice-Taking from a Clinical Decision Support System: A Comparative User Study o...
The Role of XAI in Advice-Taking from a Clinical Decision Support System: A Comparative User Study of Feature Contribution-Based and Example-Based Explanations
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Basel: MDPI AG
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English
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Basel: MDPI AG
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Explainable artificial intelligence (XAI) has shown benefits in clinical decision support systems (CDSSs); however, it is still unclear to CDSS developers how to select an XAI method to optimize the advice-taking of healthcare practitioners. We performed a user study on healthcare practitioners based on a machine learning-based CDSS for the predict...
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The Role of XAI in Advice-Taking from a Clinical Decision Support System: A Comparative User Study of Feature Contribution-Based and Example-Based Explanations
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TN_cdi_doaj_primary_oai_doaj_org_article_5412dc7fc43b466f9640b9d03576c719
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5412dc7fc43b466f9640b9d03576c719
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ISSN
2076-3417
E-ISSN
2076-3417
DOI
10.3390/app122010323
