Improving laboratory workforce efficiency using AI-assisted digital cytology within an HPV-based cervical screening programme: A model-based evaluation for the NHS Cervical Screening Programmes

Allan Wilson, Alison Cropper, Yixuan Ma, Elisabeth J Adams, Sue Mehew, Margaret Morgan, Nichole Villeneuve, Caron Mitchell

Open source

DOI: 10.1136/bmjopen-2025-113298
Published: 2026-07
Container: BMJ Open
Publisher: BMJ
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1136/bmjopen-2025-113298,
  title = {Improving laboratory workforce efficiency using AI-assisted digital cytology within an HPV-based cervical screening programme: A model-based evaluation for the NHS Cervical Screening Programmes},
  author = {Allan Wilson and Alison Cropper and Yixuan Ma and Elisabeth J Adams and Sue Mehew and Margaret Morgan and Nichole Villeneuve and Caron Mitchell},
  year = {2026},
  journal = {BMJ Open},
  doi = {10.1136/bmjopen-2025-113298},
  url = {https://doi.org/10.1136/bmjopen-2025-113298}
}

RIS

TY  - JOUR
TI  - Improving laboratory workforce efficiency using AI-assisted digital cytology within an HPV-based cervical screening programme: A model-based evaluation for the NHS Cervical Screening Programmes
AU  - Allan Wilson
AU  - Alison Cropper
AU  - Yixuan Ma
AU  - Elisabeth J Adams
AU  - Sue Mehew
AU  - Margaret Morgan
AU  - Nichole Villeneuve
AU  - Caron Mitchell
PY  - 2026
JO  - BMJ Open
DO  - 10.1136/bmjopen-2025-113298
UR  - https://doi.org/10.1136/bmjopen-2025-113298
ER  -

APA

Wilson, A., Cropper, A., Ma, Y., Adams, E. J., Mehew, S., Morgan, M., Villeneuve, N., & Mitchell, C. (2026). Improving laboratory workforce efficiency using AI-assisted digital cytology within an HPV-based cervical screening programme: A model-based evaluation for the NHS Cervical Screening Programmes. BMJ Open. https://doi.org/10.1136/bmjopen-2025-113298

Source records

crossref · retrieved 2026-09-25T18:36:12.177Z