Riley RD - Search Results

1

Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?

Jenkins DA, Martin GP, Sperrin M, Riley RD, Debray TPA, Collins GS, Peek N. Jenkins DA, et al. Among authors: riley rd. Diagn Progn Res. 2021 Jan 11;5(1):1. doi: 10.1186/s41512-020-00090-3. Diagn Progn Res. 2021. PMID: 33431065 Free PMC article.

2

A framework for developing, implementing, and evaluating clinical prediction models in an individual participant data meta-analysis.

Debray TP, Moons KG, Ahmed I, Koffijberg H, Riley RD. Debray TP, et al. Among authors: riley rd. Stat Med. 2013 Aug 15;32(18):3158-80. doi: 10.1002/sim.5732. Epub 2013 Jan 11. Stat Med. 2013. PMID: 23307585

3

Individual participant data meta-analysis for a binary outcome: one-stage or two-stage?

Debray TP, Moons KG, Abo-Zaid GM, Koffijberg H, Riley RD. Debray TP, et al. Among authors: riley rd. PLoS One. 2013 Apr 9;8(4):e60650. doi: 10.1371/journal.pone.0060650. Print 2013. PLoS One. 2013. PMID: 23585842 Free PMC article.

4

Individual participant data meta-analyses should not ignore clustering.

Abo-Zaid G, Guo B, Deeks JJ, Debray TP, Steyerberg EW, Moons KG, Riley RD. Abo-Zaid G, et al. Among authors: riley rd. J Clin Epidemiol. 2013 Aug;66(8):865-873.e4. doi: 10.1016/j.jclinepi.2012.12.017. Epub 2013 May 4. J Clin Epidemiol. 2013. PMID: 23651765 Free PMC article.

5

Developing and validating risk prediction models in an individual participant data meta-analysis.

Ahmed I, Debray TP, Moons KG, Riley RD. Ahmed I, et al. Among authors: riley rd. BMC Med Res Methodol. 2014 Jan 8;14:3. doi: 10.1186/1471-2288-14-3. BMC Med Res Methodol. 2014. PMID: 24397587 Free PMC article. Review.

6

Summarising and validating test accuracy results across multiple studies for use in clinical practice.

Riley RD, Ahmed I, Debray TP, Willis BH, Noordzij JP, Higgins JP, Deeks JJ. Riley RD, et al. Stat Med. 2015 Jun 15;34(13):2081-103. doi: 10.1002/sim.6471. Epub 2015 Mar 20. Stat Med. 2015. PMID: 25800943 Free PMC article.

7

Multivariate meta-analysis of individual participant data helped externally validate the performance and implementation of a prediction model.

Snell KI, Hua H, Debray TP, Ensor J, Look MP, Moons KG, Riley RD. Snell KI, et al. Among authors: riley rd. J Clin Epidemiol. 2016 Jan;69:40-50. doi: 10.1016/j.jclinepi.2015.05.009. Epub 2015 May 16. J Clin Epidemiol. 2016. PMID: 26142114 Free PMC article.

8

Individual participant data (IPD) meta-analyses of diagnostic and prognostic modeling studies: guidance on their use.

Debray TP, Riley RD, Rovers MM, Reitsma JB, Moons KG; Cochrane IPD Meta-analysis Methods group. Debray TP, et al. Among authors: riley rd. PLoS Med. 2015 Oct 13;12(10):e1001886. doi: 10.1371/journal.pmed.1001886. eCollection 2015 Oct. PLoS Med. 2015. PMID: 26461078 Free PMC article. No abstract available.

9

Explicit inclusion of treatment in prognostic modeling was recommended in observational and randomized settings.

Groenwold RH, Moons KG, Pajouheshnia R, Altman DG, Collins GS, Debray TP, Reitsma JB, Riley RD, Peelen LM. Groenwold RH, et al. Among authors: riley rd. J Clin Epidemiol. 2016 Oct;78:90-100. doi: 10.1016/j.jclinepi.2016.03.017. Epub 2016 Apr 1. J Clin Epidemiol. 2016. PMID: 27045189

10

External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges.

Riley RD, Ensor J, Snell KI, Debray TP, Altman DG, Moons KG, Collins GS. Riley RD, et al. BMJ. 2016 Jun 22;353:i3140. doi: 10.1136/bmj.i3140. BMJ. 2016. PMID: 27334381 Free PMC article.

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