The need for the human-centred explanation for ML-based clinical decision support systems

Jia, Yan, McDermid, John orcid.org/0000-0003-4745-4272, Hughes, Nathan et al. (3 more authors) (2023) The need for the human-centred explanation for ML-based clinical decision support systems. In: Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. 11th IEEE International Conference on Healthcare Informatics, ICHI 2023, 26-29 Jun 2023 Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023 . IEEE , USA , pp. 446-452.

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Item Type: Proceedings Paper
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Funding Information: ACKNOWLEDGEMENT This project is funded by Lloyd’s Register Foundation and University of York through Assuring Autonomy International Programme (Project ref 06/22/04) and by the Engineering and Physical Sciences Research Council through the Assuring Responsibility for Trustworthy Autonomous Systems project (EP/W011239/1). Publisher Copyright: © 2023 IEEE.

Keywords: CDSS,Explainable AI,Human-centred XAI
Dates:
  • Published: 2023
  • Accepted: 2023
Institution: The University of York
Academic Units: The University of York > Faculty of Sciences (York) > Computer Science (York)
Depositing User: Pure (York)
Date Deposited: 05 Apr 2023 12:00
Last Modified: 21 Feb 2025 00:11
Published Version: https://doi.org/10.1109/ICHI57859.2023.00064
Status: Published
Publisher: IEEE
Series Name: Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023
Identification Number: 10.1109/ICHI57859.2023.00064
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