Andaur Navarro CL - Search Results

1

INSIGHT: A Tool for Fit-for-Purpose Evaluation and Quality Assessment of Standardized Observational Data Sources for Real World Evidence on Medicine and Vaccine Safety.

Hoxhaj V, Andaur Navarro CL, Riera-Arnau J, Elbers RJHJ, Alsina E, Dodd C, Sturkenboom MCJM. Hoxhaj V, et al. Among authors: andaur navarro cl. Pharmacoepidemiol Drug Saf. 2025 Jan;34(1):e70089. doi: 10.1002/pds.70089. Pharmacoepidemiol Drug Saf. 2025. PMID: 39805807 Free PMC article.

2

Real-World Evidence BRIDGE: A Tool to Connect Protocol With Code Programming.

Royo AC, Elbers Jhj R, Weibel D, Hoxhaj V, Kurkcuoglu Z, Sturkenboom MCJ, Vaz TA, Andaur Navarro CL. Royo AC, et al. Among authors: andaur navarro cl. Pharmacoepidemiol Drug Saf. 2024 Dec;33(12):e70062. doi: 10.1002/pds.70062. Pharmacoepidemiol Drug Saf. 2024. PMID: 39603653 Free PMC article.

3

SPIN-PM: a consensus framework to evaluate the presence of spin in studies on prediction models.

Andaur Navarro CL, Damen JAA, Ghannad M, Dhiman P, van Smeden M, Reitsma JB, Collins GS, Riley RD, Moons KGM, Hooft L. Andaur Navarro CL, et al. J Clin Epidemiol. 2024 Jun;170:111364. doi: 10.1016/j.jclinepi.2024.111364. Epub 2024 Apr 15. J Clin Epidemiol. 2024. PMID: 38631529 Free article.

4

Risk of bias assessments in individual participant data meta-analyses of test accuracy and prediction models: a review shows improvements are needed.

Levis B, Snell KIE, Damen JAA, Hattle M, Ensor J, Dhiman P, Andaur Navarro CL, Takwoingi Y, Whiting PF, Debray TPA, Reitsma JB, Moons KGM, Collins GS, Riley RD. Levis B, et al. Among authors: andaur navarro cl. J Clin Epidemiol. 2024 Jan;165:111206. doi: 10.1016/j.jclinepi.2023.10.022. Epub 2023 Nov 2. J Clin Epidemiol. 2024. PMID: 37925059 Free article. Review.

5

Dementia prediction in the general population using clinically accessible variables: a proof-of-concept study using machine learning. The AGES-Reykjavik study.

Twait EL, Andaur Navarro CL, Gudnason V, Hu YH, Launer LJ, Geerlings MI. Twait EL, et al. Among authors: andaur navarro cl. BMC Med Inform Decis Mak. 2023 Aug 28;23(1):168. doi: 10.1186/s12911-023-02244-x. BMC Med Inform Decis Mak. 2023. PMID: 37641038 Free PMC article.

6

Systematic review finds "spin" practices and poor reporting standards in studies on machine learning-based prediction models.

Andaur Navarro CL, Damen JAA, Takada T, Nijman SWJ, Dhiman P, Ma J, Collins GS, Bajpai R, Riley RD, Moons KGM, Hooft L. Andaur Navarro CL, et al. J Clin Epidemiol. 2023 Jun;158:99-110. doi: 10.1016/j.jclinepi.2023.03.024. Epub 2023 Apr 5. J Clin Epidemiol. 2023. PMID: 37024020 Free article. Review.

7

Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review.

Dhiman P, Ma J, Andaur Navarro CL, Speich B, Bullock G, Damen JAA, Hooft L, Kirtley S, Riley RD, Van Calster B, Moons KGM, Collins GS. Dhiman P, et al. Among authors: andaur navarro cl. J Clin Epidemiol. 2023 May;157:120-133. doi: 10.1016/j.jclinepi.2023.03.012. Epub 2023 Mar 17. J Clin Epidemiol. 2023. PMID: 36935090 Free article. Review.

8

Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models.

Andaur Navarro CL, Damen JAA, van Smeden M, Takada T, Nijman SWJ, Dhiman P, Ma J, Collins GS, Bajpai R, Riley RD, Moons KGM, Hooft L. Andaur Navarro CL, et al. J Clin Epidemiol. 2023 Feb;154:8-22. doi: 10.1016/j.jclinepi.2022.11.015. Epub 2022 Nov 25. J Clin Epidemiol. 2023. PMID: 36436815 Free article. Review.

9

Risk of bias of prognostic models developed using machine learning: a systematic review in oncology.

Dhiman P, Ma J, Andaur Navarro CL, Speich B, Bullock G, Damen JAA, Hooft L, Kirtley S, Riley RD, Van Calster B, Moons KGM, Collins GS. Dhiman P, et al. Among authors: andaur navarro cl. Diagn Progn Res. 2022 Jul 7;6(1):13. doi: 10.1186/s41512-022-00126-w. Diagn Progn Res. 2022. PMID: 35794668 Free PMC article.

10

Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review.

Dhiman P, Ma J, Andaur Navarro CL, Speich B, Bullock G, Damen JAA, Hooft L, Kirtley S, Riley RD, Van Calster B, Moons KGM, Collins GS. Dhiman P, et al. Among authors: andaur navarro cl. BMC Med Res Methodol. 2022 Apr 8;22(1):101. doi: 10.1186/s12874-022-01577-x. BMC Med Res Methodol. 2022. PMID: 35395724 Free PMC article.

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