Sample Size guidance for developing and validating reliable and fair AI PREDICTion models in healthcare (SS-PREDICT)

Cazier, Jean-Baptiste (Co-Investigator)
Riley, Richard (Principal Investigator)
Snell, Kym (Co-Investigator)
Archer, Lucinda (Co-Investigator)
Nirantharakumar, Krishnarajah (Co-Investigator)
Cazier, Jean-Baptiste (Co-Investigator)
Ensor, Joie (Co-Investigator)
Denniston, Alastair (Researcher)
Adderley, Nicki (Researcher)
Liu, Xiaoxuan (Researcher)

Short title	Sample Size guidance for developing and validating reliable and fair AI PREDICTion models in healthcare (SS-PREDICT)
Status	Active
Effective start/end date	2/10/23 → 1/04/25

Funding

UK Research and Innovation

5 Article

Calculating the power of a planned individual participant data meta-analysis to examine prognostic factor effects for a binary outcome
Whittle, R., Ensor, J., Hattle, M., Dhiman, P., Collins, G. S. & Riley, R. D., 24 Jul 2024, (E-pub ahead of print) In: Research Synthesis Methods.
Research output: Contribution to journal › Article › peer-review

Open Access
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Evaluation of clinical prediction models (part 1): from development to external validation
Collins, G. S., Dhiman, P., Ma, J., Schlussel, M. M., Archer, L., Van Calster, B., Jr, F. E. H., Martin, G. P., Moons, K. G. M., van Smeden, M., Sperrin, M., Bullock, G. S. & Riley, R. D., 8 Jan 2024, In: BMJ. 384, 11 p., e074819.
Research output: Contribution to journal › Article › peer-review

Open Access
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18 Downloads (Pure)
Evaluation of clinical prediction models (part 2): how to undertake an external validation study
Riley, R. D., Archer, L., Snell, K. I. E., Ensor, J., Dhiman, P., Martin, G. P., Bonnett, L. J. & Collins, G. S., 15 Jan 2024, In: BMJ (Clinical research ed.). 384, e074820.
Research output: Contribution to journal › Article › peer-review

Open Access
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33 Downloads (Pure)