Newlands, RumanaBruhn, HanneRzewuska Diaz, MagdalenaLip, GeraldAnderson, LesleyRamsay, Craig2024-05-032024-05-032024-05-02Newlands, R, Bruhn, H, Rzewuska Diaz, M, Lip, G, Anderson, L & Ramsay, C 2024, 'A stakeholder analysis to prepare for real-world evaluation of integrating artificial intelligent algorithms into breast screening (PREP-AIR study) : a qualitative study using the WHO guide ', BMC Health Services Research, vol. 24, no. 1, 569. https://doi.org/10.1186/s12913-024-10926-z1472-6963ORCID: /0000-0002-1000-3649/work/159077622ORCID: /0000-0003-4043-7349/work/159078391ORCID: /0000-0003-4642-1196/work/159078900ORCID: /0000-0003-4563-152X/work/169078801https://hdl.handle.net/2164/23402Funding This project was funded by the Innovate UK - part of UK Research and Innovation (Project No: 20378). The funders had no role in the study design, data collection and analysis, publication decision, or manuscript preparation. Acknowledgements This work is supported by the Industrial Centre for AI Research in digital Diagnostics (iCAIRD) which is funded by Innovate UK on behalf of UK Research and Innovation (UKRI) [project number: 104690]. We thank all participants in the study. We thank all co-authors for their contributions. We also thank Graham Scotland for interpreting findings around economic evaluation and the rest of the iCAIRD team (including Moragh Boyle, Roger Staff) for contributing towards Phases 3 and 4 of this study. For the purpose of open access, the author has applied a Creative Commons Attribution (CC BY) licence to any Author Accepted Manuscript version arising from this submission.121013690engSDG 3 - Good Health and Well-beingartificial intelligencealgorithmbreastscreeningstakeholder analysisR MedicineUK Research and Innovation (UKRI)20378Supplementary DataRJournal article10.1186/s12913-024-10926-z241