The validation of prediction models deserves more recognition
- PMID: 40102914
- PMCID: PMC11921473
- DOI: 10.1186/s12916-025-03994-3
The validation of prediction models deserves more recognition
Keywords: Clinical benefit; Evidence; External validation; Feasibility; Prediction models; Quality; Transportability.
Conflict of interest statement
Declarations. Declarations: Ethical approval and consent to participate. Does not apply. Consent for publication: Does not apply. Competing interests: The authors declare no competing interest.
References
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- Collins GS, Dhiman P, Ma J, Schlussel MM, Acher L, Van Calster B, Harrell F, Martin GP, Moons KGM, Van Smeden M, Sperrin M, Bullock GS, Riley RD. Evaluation of clinical prediction models (part 1): from development to external validation; BMJ. 2024;384:e074819. 10.1136/bmj-2023-074819. - PMC - PubMed
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- Ruberg S, Menon S, Demanuele C. Resolving the Credibility Crisis: Recommendations for Improving Predictive Algorithms for Clinical Utility. Harvard Data Science Review. 2023:5(4). 10.1162/99608f92.c1292c54.
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- Pepe MS. The statistical evaluation of Medical tests for Classification and Prediction. Oxford UK: Oxford University Press; 2003.
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