A Double-Edged Sword: Explainable Artificial Intelligence for Medical Applications.Conceptual and Empirical Insights into the Interaction of Medical ... with Artificial Intelligence Explanations - Couverture souple
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A Double-Edged Sword
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PAP. Etat : New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du vendeur L0-9783689526528
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A Double-Edged Sword: Explainable Artificial Intelligence for Medical Applications.Conceptual and Empirical Insights into the Interaction of Medical Stakeholders with Artificial Intelligence Explanations
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PAP. Etat : New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du vendeur L0-9783689526528
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A Double-Edged Sword: Explainable Artificial Intelligence for Medical Applications.Conceptual and Empirical Insights into the Interaction of Medical Stakeholders with Artificial Intelligence Explanations
Edité par
Cuvillier, Cuvillier Mai 2025, 2025
ISBN 10 : 3689526523
ISBN 13 : 9783689526528
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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 202 pp. Englisch. N° de réf. du vendeur 9783689526528
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A Double-Edged Sword: Explainable Artificial Intelligence for Medical Applications.Conceptual and Empirical Insights into the Interaction of Medical Stakeholders with Artificial Intelligence Explanations
Edité par
Cuvillier, Cuvillier Mai 2025, 2025
ISBN 10 : 3689526523
ISBN 13 : 9783689526528
Neuf
Taschenbuch
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -This dissertation explores the complex role of explainability in AI-driven medical decision-making. While AI offers significant benefits in improving diagnostic accuracy and support, its opaque nature challenges user trust-particularly among medical professionals and patients. Explainability is seen as a key solution, but its impact is not straightforward.Through one conceptual and three empirical studies, the research shows that explanations can increase transparency, trust, and user understanding, encouraging greater adoption of AI systems. They also help users maintain confidence after AI errors and can reduce privacy concerns by clarifying data use. However, explanations can also have negative effects, such as increasing cognitive load, overwhelming users in high-stakes settings, and even heightening privacy concerns.To address these mixed outcomes, the dissertation proposes a procedural model for integrating explanations during the pre-use, use, and post-use phases. This model helps balance transparency, cognitive demands, and privacy considerations in practical applications like clinical decision support tools and symptom checkers.Overall, the work contributes to Human-AI interaction literature by offering theoretical, empirical, and practical guidance on designing explainable AI systems that are both trustworthy and user-centered.Cuvillier Verlag, Nonnenstieg 8, 37075 Göttingen 202 pp. Englisch. N° de réf. du vendeur 9783689526528
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A Double-Edged Sword: Explainable Artificial Intelligence for Medical Applications.Conceptual and Empirical Insights into the Interaction of Medical Stakeholders with Artificial Intelligence Explanations
impression à la demandeVendeur : AHA-BUCH GmbH, Einbeck, Allemagne
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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This dissertation explores the complex role of explainability in AI-driven medical decision-making. While AI offers significant benefits in improving diagnostic accuracy and support, its opaque nature challenges user trust-particularly among medical professionals and patients. Explainability is seen as a key solution, but its impact is not straightforward.Through one conceptual and three empirical studies, the research shows that explanations can increase transparency, trust, and user understanding, encouraging greater adoption of AI systems. They also help users maintain confidence after AI errors and can reduce privacy concerns by clarifying data use. However, explanations can also have negative effects, such as increasing cognitive load, overwhelming users in high-stakes settings, and even heightening privacy concerns.To address these mixed outcomes, the dissertation proposes a procedural model for integrating explanations during the pre-use, use, and post-use phases. This model helps balance transparency, cognitive demands, and privacy considerations in practical applications like clinical decision support tools and symptom checkers.Overall, the work contributes to Human-AI interaction literature by offering theoretical, empirical, and practical guidance on designing explainable AI systems that are both trustworthy and user-centered. N° de réf. du vendeur 9783689526528
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A Double-Edged Sword: Explainable Artificial Intelligence for Medical Applications.Conceptual and Empirical Insights into the Interaction of Medical Stakeholders with Artificial Intelligence Explanations
Vendeur : preigu, Osnabrück, Allemagne
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Taschenbuch. Etat : Neu. A Double-Edged Sword: Explainable Artificial Intelligence for Medical Applications.Conceptual and Empirical Insights into the Interaction of Medical Stakeholders with Artificial Intelligence Explanations | Aycan Aslan | Taschenbuch | Göttinger Wirtschaftsinformatik 124 | Englisch | 2025 | Cuvillier | EAN 9783689526528 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. N° de réf. du vendeur 133692234
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