Leeuwenberg AM - Search Results

1

Updating methods for artificial intelligence-based clinical prediction models: a scoping review.

Meijerink LM, Dunias ZS, Leeuwenberg AM, de Hond AAH, Jenkins DA, Martin GP, Sperrin M, Peek N, Spijker R, Hooft L, Moons KGM, van Smeden M, Schuit E. Meijerink LM, et al. Among authors: leeuwenberg am. J Clin Epidemiol. 2025 Feb;178:111636. doi: 10.1016/j.jclinepi.2024.111636. Epub 2024 Dec 9. J Clin Epidemiol. 2025. PMID: 39662644 Free article.

2

Prediction models for COVID-19 clinical decision making.

Leeuwenberg AM, Schuit E. Leeuwenberg AM, et al. Lancet Digit Health. 2020 Oct;2(10):e496-e497. doi: 10.1016/S2589-7500(20)30226-0. Epub 2020 Sep 22. Lancet Digit Health. 2020. PMID: 32984794 Free PMC article. No abstract available.

3

Missing data is poorly handled and reported in prediction model studies using machine learning: a literature review.

Nijman S, Leeuwenberg AM, Beekers I, Verkouter I, Jacobs J, Bots ML, Asselbergs FW, Moons K, Debray T. Nijman S, et al. Among authors: leeuwenberg am. J Clin Epidemiol. 2022 Feb;142:218-229. doi: 10.1016/j.jclinepi.2021.11.023. Epub 2021 Nov 16. J Clin Epidemiol. 2022. PMID: 34798287 Free article. Review.

4

Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review.

de Hond AAH, Leeuwenberg AM, Hooft L, Kant IMJ, Nijman SWJ, van Os HJA, Aardoom JJ, Debray TPA, Schuit E, van Smeden M, Reitsma JB, Steyerberg EW, Chavannes NH, Moons KGM. de Hond AAH, et al. Among authors: leeuwenberg am. NPJ Digit Med. 2022 Jan 10;5(1):2. doi: 10.1038/s41746-021-00549-7. NPJ Digit Med. 2022. PMID: 35013569 Free PMC article.

5

Performance of binary prediction models in high-correlation low-dimensional settings: a comparison of methods.

Leeuwenberg AM, van Smeden M, Langendijk JA, van der Schaaf A, Mauer ME, Moons KGM, Reitsma JB, Schuit E. Leeuwenberg AM, et al. Diagn Progn Res. 2022 Jan 11;6(1):1. doi: 10.1186/s41512-021-00115-5. Diagn Progn Res. 2022. PMID: 35016734 Free PMC article.

6

The relation between prediction model performance measures and patient selection outcomes for proton therapy in head and neck cancer.

Leeuwenberg AM, Reitsma JB, Van den Bosch LGLJ, Hoogland J, van der Schaaf A, Hoebers FJP, Wijers OB, Langendijk JA, Moons KGM, Schuit E. Leeuwenberg AM, et al. Radiother Oncol. 2023 Feb;179:109449. doi: 10.1016/j.radonc.2022.109449. Epub 2022 Dec 22. Radiother Oncol. 2023. PMID: 36566991 Free article.

7

Dynamics in cardiac surgery: trends in population characteristics and the performance of the EuroSCORE II over time.

van Dijk WB, Leeuwenberg AM, Grobbee DE, Siregar S, Houterman S, Daeter EJ, de Vries MC, Groenwold RHH, Schuit E; Cardiothoracic Surgery Registration Committee of the Netherlands Heart Registration. van Dijk WB, et al. Among authors: leeuwenberg am. Eur J Cardiothorac Surg. 2023 Sep 7;64(3):ezad301. doi: 10.1093/ejcts/ezad301. Eur J Cardiothorac Surg. 2023. PMID: 37672025 Free PMC article.

8

Comparing supervised and semi-supervised machine learning approaches in NTCP modeling to predict complications in head and neck cancer patients.

Spiero I, Schuit E, Wijers OB, Hoebers FJP, Langendijk JA, Leeuwenberg AM. Spiero I, et al. Among authors: leeuwenberg am. Clin Transl Radiat Oncol. 2023 Sep 21;43:100677. doi: 10.1016/j.ctro.2023.100677. eCollection 2023 Nov. Clin Transl Radiat Oncol. 2023. PMID: 37822705 Free PMC article.

9

Cross-institution natural language processing for reliable clinical association studies: a methodological exploration.

Sushil M, Butte AJ, Schuit E, van Smeden M, Leeuwenberg AM. Sushil M, et al. Among authors: leeuwenberg am. J Clin Epidemiol. 2024 Mar;167:111258. doi: 10.1016/j.jclinepi.2024.111258. Epub 2024 Jan 14. J Clin Epidemiol. 2024. PMID: 38219811 Free article.

10

Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care: A Systematic Review.

Rakers MM, van Buchem MM, Kucenko S, de Hond A, Kant I, van Smeden M, Moons KGM, Leeuwenberg AM, Chavannes N, Villalobos-Quesada M, van Os HJA. Rakers MM, et al. Among authors: leeuwenberg am. JAMA Netw Open. 2024 Sep 3;7(9):e2432990. doi: 10.1001/jamanetworkopen.2024.32990. JAMA Netw Open. 2024. PMID: 39264624 Free PMC article.

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