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)

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2024
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.
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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.
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Evaluation of clinical prediction models (part 3): calculating the sample size required for an external validation study
Riley, R. D., Snell, K. I. E., Archer, L., Ensor, J., Debray, T. P. A., Van Calster, B., Van Smeden, M. & Collins, G. S., 22 Jan 2024, In: BMJ. 384, e074821.
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2023
Clinical prediction models and the multiverse of madness
Riley, R. D., Pate, A., Dhiman, P., Archer, L., Martin, G. P. & Collins, G. S., 18 Dec 2023, In: BMC medicine. 21, 1, 502.
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