Human-centred AI for emergency cardiac care: Evaluating RAPIDx AI with PROLIFERATE_AI
RAPIDx AI enhances diagnostic accuracy and efficiency for experienced users, but usability challenges for novices highlight the need for targeted training and interface refinements. The PROLIFERATE_AI framework offers a robust methodology for evaluating and scaling AI solutions, addressing the evolving needs of sociotechnical systems.
Authors
- Michael Lawless (ORCID: https://orcid.org/0000-0002-2536-6442)
- Carlos Barrera-Causil (ORCID: https://orcid.org/0000-0001-7288-7710)
- Renuka Visvanathan (ORCID: https://orcid.org/0000-0002-1303-9479)
- Jeroen Hendriks (ORCID: https://orcid.org/0000-0003-4326-9256)
- Erin Morton (ORCID: https://orcid.org/0000-0001-8806-9683)
- Alline Beleigoli (ORCID: https://orcid.org/0000-0002-7848-3183)
- Derek P. Chew (ORCID: https://orcid.org/0000-0003-3593-296X)
- Kristina Lambrakis (ORCID: https://orcid.org/0000-0002-6221-0244)
- Lalit Yadav (ORCID: https://orcid.org/0000-0002-7055-3247)
- Mandy M. Archibald (ORCID: https://orcid.org/0000-0003-4767-1031)
- Fernando Marmolejo‐Ramos (ORCID: https://orcid.org/0000-0003-4680-1287)
- Penelope McMillan
- Maria Alejandra Pinero de Plaza (ORCID: https://orcid.org/0000-0001-5421-9604)
- Alison Kitson (ORCID: https://orcid.org/0000-0003-3053-8381)
- Robyn A. Clark (ORCID: https://orcid.org/0000-0002-5063-2618)
Institutions
- Flinders University (AU)
- Maastricht University Medical Centre (NL)
- Monash Health (AU)
- South Australian Health and Medical Research Institute (AU)
- Instituto Tecnológico Metropolitano (CO)
- Respiratory Clinical Trials (AU)
- Monash University (AU)
- The University of Adelaide (AU)
Publication Details
- Journal
- International Journal of Medical Informatics
- Published
- 2025-01-29
- DOI
- https://doi.org/10.1016/j.ijmedinf.2025.105810
- Citations
- 9
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 5.89
Funders
- National Health and Medical Research Council