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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
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.
The role of flavin mononucleotide (FMN) as a potentially clinically relevant biomarker to predict the quality of kidney grafts during hypothermic (oxygenated) machine perfusion.
van de Leemkolk FEM, Lo Faro ML, Shaheed S, Mulvey JF, Huurman VAL, Alwayn IPJ, Putter H, Jochmans I, Lindeman JHN, Ploeg RJ; COMPARE Trial Collaboration and the Consortium for Organ Preservation in Europe (COPE). van de Leemkolk FEM, et al. Among authors: putter h. PLoS One. 2023 Jun 23;18(6):e0287713. doi: 10.1371/journal.pone.0287713. eCollection 2023. PLoS One. 2023. PMID: 37352336 Free PMC article.
Handling missing covariate data in clinical studies in haematology.
Bonneville EF, Schetelig J, Putter H, de Wreede LC. Bonneville EF, et al. Among authors: putter h. Best Pract Res Clin Haematol. 2023 Jun;36(2):101477. doi: 10.1016/j.beha.2023.101477. Epub 2023 May 22. Best Pract Res Clin Haematol. 2023. PMID: 37353284 Free article. Review.
Predicting Patient Death after Allogeneic Stem Cell Transplantation for Inborn Errors Using Machine Learning (PREPAD): A European Society for Blood and Marrow Transplantation Inborn Errors Working Party Study.
von Asmuth EGJ, Neven B, Albert MH, Mohseny AB, Schilham MW, Binder H, Putter H, Lankester AC. von Asmuth EGJ, et al. Among authors: putter h. Transplant Cell Ther. 2023 Dec;29(12):775.e1-775.e8. doi: 10.1016/j.jtct.2023.09.007. Epub 2023 Sep 13. Transplant Cell Ther. 2023. PMID: 37709203 Free article.
635 results