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Governance of High-Risk AI Systems in Healthcare and Credit Scoring

Author

Listed:
  • Sebastian Bartsch

    (Technical University of Darmstadt)

  • Oliver Behn

    (University of Marburg)

  • Alexander Benlian

    (Technical University of Darmstadt)

  • Roger Brownsword

    (Somerset House East Wing)

  • Sebastian Bücker

    (Technical University of Darmstadt)

  • Marcus Düwell

    (Technical University of Darmstadt)

  • Nico Formánek

    (University of Stuttgart)

  • Marc Jungtäubl

    (Hessian University of Applied Sciences for Public Management and Security)

  • Michael Leyer

    (University of Marburg
    Queensland University of Technology)

  • Alexander Richter

    (Victoria University of Wellington)

  • Jan-Hendrik Schmidt

    (Technical University of Darmstadt)

  • Mascha Will-Zocholl

    (Hessian University of Applied Sciences for Public Management and Security)

Abstract

No abstract is available for this item.

Suggested Citation

  • Sebastian Bartsch & Oliver Behn & Alexander Benlian & Roger Brownsword & Sebastian Bücker & Marcus Düwell & Nico Formánek & Marc Jungtäubl & Michael Leyer & Alexander Richter & Jan-Hendrik Schmidt & M, 2025. "Governance of High-Risk AI Systems in Healthcare and Credit Scoring," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 67(4), pages 563-581, August.
  • Handle: RePEc:spr:binfse:v:67:y:2025:i:4:d:10.1007_s12599-025-00944-4
    DOI: 10.1007/s12599-025-00944-4
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    References listed on IDEAS

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    1. Christopher Robertson & Andrew Woods & Kelly Bergstrand & Jess Findley & Cayley Balser & Marvin J Slepian, 2023. "Diverse patients’ attitudes towards Artificial Intelligence (AI) in diagnosis," PLOS Digital Health, Public Library of Science, vol. 2(5), pages 1-16, May.
    2. Davenport, Thomas H., 2018. "The AI Advantage: How to Put the Artificial Intelligence Revolution to Work," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262039176, December.
    3. repec:dar:wpaper:137446 is not listed on IDEAS
    4. Sarah Lebovitz & Hila Lifshitz-Assaf & Natalia Levina, 2022. "To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis," Organization Science, INFORMS, vol. 33(1), pages 126-148, January.
    5. David Horneber & Sven Laumer, 2023. "Algorithmic Accountability," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 65(6), pages 723-730, December.
    6. Cristina Trocin & Patrick Mikalef & Zacharoula Papamitsiou & Kieran Conboy, 2023. "Responsible AI for Digital Health: a Synthesis and a Research Agenda," Information Systems Frontiers, Springer, vol. 25(6), pages 2139-2157, December.
    7. Lobschat, Lara & Mueller, Benjamin & Eggers, Felix & Brandimarte, Laura & Diefenbach, Sarah & Kroschke, Mirja & Wirtz, Jochen, 2021. "Corporate digital responsibility," Journal of Business Research, Elsevier, vol. 122(C), pages 875-888.
    8. Williams, Robin & Anderson, Stuart & Cresswell, Kathrin & Kannelønning, Mari Serine & Mozaffar, Hajar & Yang, Xiao, 2024. "Domesticating AI in medical diagnosis," Technology in Society, Elsevier, vol. 76(C).
    9. Timothy M. Rawson & Raheelah Ahmad & Christofer Toumazou & Pantelis Georgiou & Alison H. Holmes, 2019. "Artificial intelligence can improve decision-making in infection management," Nature Human Behaviour, Nature, vol. 3(6), pages 543-545, June.
    10. Hanisch, Marvin & Goldsby, Curtis M. & Fabian, Nicolai E. & Oehmichen, Jana, 2023. "Digital governance: A conceptual framework and research agenda," Journal of Business Research, Elsevier, vol. 162(C).
    11. Colin Hales, 1999. "Leading Horses to Water? The Impact of Decentralization on Managerial Behaviour," Journal of Management Studies, Wiley Blackwell, vol. 36(6), pages 831-851, November.
    12. Benjamin Mueller, 2022. "Corporate Digital Responsibility," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 64(5), pages 689-700, October.
    13. Sabrina Schneider & Michael Leyer, 2019. "Me or information technology? Adoption of artificial intelligence in the delegation of personal strategic decisions," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 40(3), pages 223-231, April.
    14. Ali Sunyaev & Daniel Fürstenau & Elizabeth Davidson, 2024. "Reimagining Digital Health," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 66(3), pages 249-260, June.
    15. Ekaterina Jussupow & Kai Spohrer & Armin Heinzl & Joshua Gawlitza, 2021. "Augmenting Medical Diagnosis Decisions? An Investigation into Physicians’ Decision-Making Process with Artificial Intelligence," Information Systems Research, INFORMS, vol. 32(3), pages 713-735, September.
    16. Zahlan, Ahmed & Ranjan, Ravi Prakash & Hayes, David, 2023. "Artificial intelligence innovation in healthcare: Literature review, exploratory analysis, and future research," Technology in Society, Elsevier, vol. 74(C).
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