Van Calster B - Search Results

1

How to develop, validate, and update clinical prediction models using multinomial logistic regression.

Gehringer CK, Martin GP, Van Calster B, Hyrich KL, Verstappen SMM, Sergeant JC. Gehringer CK, et al. Among authors: van calster b. J Clin Epidemiol. 2024 Oct;174:111481. doi: 10.1016/j.jclinepi.2024.111481. Epub 2024 Jul 25. J Clin Epidemiol. 2024. PMID: 39067542 Free article.

2

Minimal reporting improvement after peer review in reports of COVID-19 prediction models: systematic review.

Hudda MT, Archer L, van Smeden M, Moons KGM, Collins GS, Steyerberg EW, Wahlich C, Reitsma JB, Riley RD, Van Calster B, Wynants L. Hudda MT, et al. Among authors: van calster b, van smeden m. J Clin Epidemiol. 2023 Feb;154:75-84. doi: 10.1016/j.jclinepi.2022.12.005. Epub 2022 Dec 14. J Clin Epidemiol. 2023. PMID: 36528232 Free PMC article.

3

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: van calster b. 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.

4

Systematic review finds risk of bias and applicability concerns for models predicting central line-associated bloodstream infection.

Gao S, Albu E, Tuand K, Cossey V, Rademakers F, Van Calster B, Wynants L. Gao S, et al. Among authors: van calster b. J Clin Epidemiol. 2023 Sep;161:127-139. doi: 10.1016/j.jclinepi.2023.07.019. Epub 2023 Aug 2. J Clin Epidemiol. 2023. PMID: 37536503 Review.

5

Evaluation of clinical prediction models (part 1): from development to external validation.

Collins GS, Dhiman P, Ma J, Schlussel MM, Archer L, Van Calster B, Harrell FE Jr, Martin GP, Moons KGM, van Smeden M, Sperrin M, Bullock GS, Riley RD. Collins GS, et al. Among authors: van calster b, van smeden m. BMJ. 2024 Jan 8;384:e074819. doi: 10.1136/bmj-2023-074819. BMJ. 2024. PMID: 38191193 Free PMC article.

6

Evaluation of clinical prediction models (part 3): calculating the sample size required for an external validation study.

Riley RD, Snell KIE, Archer L, Ensor J, Debray TPA, van Calster B, van Smeden M, Collins GS. Riley RD, et al. Among authors: van calster b, van smeden m. BMJ. 2024 Jan 22;384:e074821. doi: 10.1136/bmj-2023-074821. BMJ. 2024. PMID: 38253388 Free article. No abstract available.

7

Prognostic models for prediction of perioperative allogeneic red blood cell transfusion in adult cardiac surgery: A systematic review and meta-analysis.

Van den Eynde R, Vrancken A, Foubert R, Tuand K, Vandendriessche T, Schrijvers A, Verbrugghe P, Devos T, Van Calster B, Rex S. Van den Eynde R, et al. Among authors: van calster b. Transfusion. 2024 Dec 26. doi: 10.1111/trf.18108. Online ahead of print. Transfusion. 2024. PMID: 39726297 Review.

8

Transparent reporting of multivariable prediction models developed or validated using clustered data: TRIPOD-Cluster checklist.

Debray TPA, Collins GS, Riley RD, Snell KIE, Van Calster B, Reitsma JB, Moons KGM. Debray TPA, et al. Among authors: van calster b. BMJ. 2023 Feb 7;380:e071018. doi: 10.1136/bmj-2022-071018. BMJ. 2023. PMID: 36750242 Free PMC article.

9

Understanding random resampling techniques for class imbalance correction and their consequences on calibration and discrimination of clinical risk prediction models.

Piccininni M, Wechsung M, Van Calster B, Rohmann JL, Konigorski S, van Smeden M. Piccininni M, et al. Among authors: van calster b. J Biomed Inform. 2024 Jul;155:104666. doi: 10.1016/j.jbi.2024.104666. Epub 2024 Jun 6. J Biomed Inform. 2024. PMID: 38848886

10

Transparent reporting of multivariable prediction models developed or validated using clustered data (TRIPOD-Cluster): explanation and elaboration.

Debray TPA, Collins GS, Riley RD, Snell KIE, Van Calster B, Reitsma JB, Moons KGM. Debray TPA, et al. Among authors: van calster b. BMJ. 2023 Feb 7;380:e071058. doi: 10.1136/bmj-2022-071058. BMJ. 2023. PMID: 36750236 Free PMC article.

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