Missing infrastructure for real-world predictive AI impact

Benjamin I Perry, Ben Hammond, Dominic Oliver, Ashley Mushambi, Carina Andrews, Niels Peek, Ben Van Calster, Laure Wynants, Annabel E L Walsh, Joseph E Alderman, Shuqing Si, Alastair K Denniston, Simon J Griffin, Joie Ensor

Open source

DOI: 10.1136/bmjhci-2025-101954
Published: 2026-06
Container: BMJ Health & Care Informatics
Publisher: BMJ
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1136/bmjhci-2025-101954,
  title = {Missing infrastructure for real-world predictive AI impact},
  author = {Benjamin I Perry and Ben Hammond and Dominic Oliver and Ashley Mushambi and Carina Andrews and Niels Peek and Ben Van Calster and Laure Wynants and Annabel E L Walsh and Joseph E Alderman and Shuqing Si and Alastair K Denniston and Simon J Griffin and Joie Ensor},
  year = {2026},
  journal = {BMJ Health \&amp; Care Informatics},
  doi = {10.1136/bmjhci-2025-101954},
  url = {https://doi.org/10.1136/bmjhci-2025-101954}
}

RIS

TY  - JOUR
TI  - Missing infrastructure for real-world predictive AI impact
AU  - Benjamin I Perry
AU  - Ben Hammond
AU  - Dominic Oliver
AU  - Ashley Mushambi
AU  - Carina Andrews
AU  - Niels Peek
AU  - Ben Van Calster
AU  - Laure Wynants
AU  - Annabel E L Walsh
AU  - Joseph E Alderman
AU  - Shuqing Si
AU  - Alastair K Denniston
AU  - Simon J Griffin
AU  - Joie Ensor
PY  - 2026
JO  - BMJ Health &amp; Care Informatics
DO  - 10.1136/bmjhci-2025-101954
UR  - https://doi.org/10.1136/bmjhci-2025-101954
ER  -

APA

Perry, B. I., Hammond, B., Oliver, D., Mushambi, A., Andrews, C., Peek, N., Calster, B. V., Wynants, L., Walsh, A. E. L., Alderman, J. E., Si, S., Denniston, A. K., Griffin, S. J., & Ensor, J. (2026). Missing infrastructure for real-world predictive AI impact. BMJ Health & Care Informatics. https://doi.org/10.1136/bmjhci-2025-101954

Source records

crossref · retrieved 2026-09-26T01:33:52.866Z