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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: nijman swj. 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. Review.
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. Among authors: nijman swj. 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.
Real-time imputation of missing predictor values in clinical practice.
Nijman SWJ, Hoogland J, Groenhof TKJ, Brandjes M, Jacobs JJL, Bots ML, Asselbergs FW, Moons KGM, Debray TPA. Nijman SWJ, et al. Eur Heart J Digit Health. 2020 Dec 19;2(1):154-164. doi: 10.1093/ehjdh/ztaa016. eCollection 2021 Mar. Eur Heart J Digit Health. 2020. PMID: 36711167 Free PMC article.