Co-Designing an Electronic Health Record Derived Digital Dashboard to Support Fair-AI Applications in Mental Health
Guided by interviews with end-users and in collaboration with lived-experience advisors, the Fairness Dashboard is being co-designed to promote the standardized and responsible utilization of sociodemographic data in statistical and machine learning models. This initiative aims to mitigate the potential for harm and to advance the equitable and compassionate interpretation of knowledge derived from Artificial Intelligence.
Authors
- Laura Sikstrom (ORCID: https://orcid.org/0000-0001-9359-9574)
- Stefan M. Kloiber (ORCID: https://orcid.org/0000-0002-6838-4114)
- Sean Hill (ORCID: https://orcid.org/0000-0001-8055-860X)
- Marta M. Maslej (ORCID: https://orcid.org/0000-0002-6393-5095)
- Iman Kassam (ORCID: https://orcid.org/0000-0001-9920-3243)
- Patrycja Szkudlarek
Institutions
- Centre for Addiction and Mental Health (CA)
- University of Toronto (CA)
Publication Details
- Journal
- Studies in health technology and informatics
- Published
- 2025-02-18
- DOI
- https://doi.org/10.3233/shti250005
- Primary Topic
- Mental Health Research Topics
- Type
- article
- Field-Weighted Citation Impact
- 0.00