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Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance.
van Os HJA, Kanning JP, Wermer MJH, Chavannes NH, Numans ME, Ruigrok YM, van Zwet EW, Putter H, Steyerberg EW, Groenwold RHH. van Os HJA, et al. Among authors: putter h. Front Epidemiol. 2022 Jun 2;2:871630. doi: 10.3389/fepid.2022.871630. eCollection 2022. Front Epidemiol. 2022. PMID: 38455328 Free PMC article.
Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty.
Oosterhoff JHF, de Hond AAH, Peters RM, van Steenbergen LN, Sorel JC, Zijlstra WP, Poolman RW, Ring D, Jutte PC, Kerkhoffs GMMJ, Putter H, Steyerberg EW, Doornberg JN; and the Machine Learning Consortium. Oosterhoff JHF, et al. Among authors: putter h. Clin Orthop Relat Res. 2024 Aug 1;482(8):1472-1482. doi: 10.1097/CORR.0000000000003018. Epub 2024 Mar 12. Clin Orthop Relat Res. 2024. PMID: 38470976
632 results