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Human-Centred XAI 2024 : Enhancing AI Acceptability for Healthcare (IEEE ICHI Workshop)

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Link: https://mahmoud-elbattah.github.io/ichiworkshop2024/
 
When Jun 3, 2024 - Jun 3, 2024
Where Orlando, Florida, USA (and Online)
Submission Deadline Mar 31, 2024
Final Version Due Apr 21, 2024
Categories    XAI   digital health   explainability   machine learning
 

Call For Papers

Human-Centred XAI: Enhancing AI Acceptability for Healthcare
https://mahmoud-elbattah.github.io/ichiworkshop2024/

Within the IEEE International Conference on Healthcare Informatics (ICHI) 2024
3rd June, Orlando, Florida, USA (and Online)
https://ieeeichi2024.github.io/

In conjunction with the IEEE International Conference on Healthcare Informatics (ICHI), we are pleased to announce the workshop on "XAI in Healthcare Applications: Fostering Acceptability through Human-in-the-Loop Oversight." This workshop aims to bring together researchers, practitioners, and industry professionals to explore the intersection of Explainable Artificial Intelligence (XAI) and healthcare, with a specific focus on ensuring acceptability through active human oversight.

We invite submissions on topics including, but not limited to:
•Foundations of XAI in healthcare
•Interpretable models and their applications
•Human-in-the-Loop Oversight in AI decision-making
•Ethical considerations in the deployment of XAI in healthcare
•Real-world case studies and practical implementations
•User trust and acceptance of XAI in healthcare settings

Submission Guidelines:
Prospective authors are invited to submit original contributions, including research papers, case studies, and position papers. Submissions should be formatted according to the IEEE conference template. We will accept full papers (up to 8 pages, including references), and short paper (up to 4 pages, including references).
Papers can be submitted through the conference submission system: https://easychair.org/conferences/?conf=ieeeichi2024, and please select the workshop track "Human-Centered XAI Workshop".

Submissions will undergo a rigorous single-blind peer review process. At least two reviews from the program committee will be considered for each submission. The final acceptance decisions will be made by the program chairs based on the reviewers' feedback. Accepted submissions will be presented at the workshop and published in the IEEE ICHI 2024 Proceedings, which will be archived in the IEEE Xplore Digital Library.

Speakers can present remotely if unable to travel to the venue (hybrid event).


Important Dates:
Paper Submission Deadline: 31st March 2024
Notification of Acceptance: 12th April 2024
Camera-Ready Submission: 21st April 2024

Workshop Date:
3rd June 2024

Workshop Organizers:
Gilles DEQUEN, Université de Picardie Jules Verne, France
Daniel Aïham GHAZALI, University Hospital of Amiens, France
Emilien ARNAUD, University Hospital of Amiens, France
Mahmoud ELBATTAH, Université de Picardie Jules Verne, France, and University of the West of England, Bristol, United Kingdom

Contact:
For any inquiries, please contact Mahmoud Elbattah at:
mahmoud.elbattah@uwe.ac.uk

We look forward to your contributions and to fostering meaningful discussions on the vital intersection of XAI and healthcare informatics.

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