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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: steyerberg ew. Front Epidemiol. 2022 Jun 2;2:871630. doi: 10.3389/fepid.2022.871630. eCollection 2022. Front Epidemiol. 2022. PMID: 38455328 Free PMC article.
Development and Validation of a Postprocedural Model to Predict Outcome After Endovascular Treatment for Ischemic Stroke.
Chalos V, Venema E, Mulder MJHL, Roozenbeek B, Steyerberg EW, Wermer MJH, Lycklama À Nijeholt GJ, van der Worp HB, Goyal M, Campbell BCV, Muir KW, Guillemin F, Bracard S, White P, Dávalos A, Jovin TG, Hill MD, Mitchell PJ, Demchuk AM, Saver JL, van der Lugt A, Brown S, Dippel DWJ, Lingsma HF; HERMES CollaboratorsMR CLEAN Registry Investigators. Chalos V, et al. Among authors: steyerberg ew. JAMA Neurol. 2023 Jul 31;80(9):940-8. doi: 10.1001/jamaneurol.2023.2392. Online ahead of print. JAMA Neurol. 2023. PMID: 37523199 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: steyerberg ew. 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
The influence of the dynamic context of the pandemic on the predictive performance of mortality predictions over time in older patients hospitalised for COVID-19.
van Raaij BFM, Zahra A, Steyerberg EW, de Hond AAH, Smits RAL, van der Klei VMGTH, Polinder-Bos HA, Minnema J, Appelman B, Smorenberg A, Trompet S, Peeters G, van Smeden M, Moons KGM, Gussekloo J, Mooijaart SP, Noordam R; COOP consortium and COVID-OLD study. van Raaij BFM, et al. Among authors: steyerberg ew. J Clin Epidemiol. 2024 Dec 26:111652. doi: 10.1016/j.jclinepi.2024.111652. Online ahead of print. J Clin Epidemiol. 2024. PMID: 39732182 Free article.
Development and Validation of a Prediction Model for 1-Year Mortality in Patients With a Hematologic Malignancy Admitted to the ICU.
Boldingh JHL, Arbous MS, Biemond BJ, Blijlevens NMA, van Bommel J, Hilkens MGEC, Kusadasi N, Muller MCA, de Vries VA, Steyerberg EW, van den Bergh WM; Hematologic Malignancy Admitted on the ICU (HEMA-ICU) Study Group. Boldingh JHL, et al. Among authors: steyerberg ew. Crit Care Explor. 2024 May 24;6(6):e1093. doi: 10.1097/CCE.0000000000001093. eCollection 2024 Jun. Crit Care Explor. 2024. PMID: 38813435 Free PMC article.
Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data.
van der Meijden SL, van Boekel AM, Schinkelshoek LJ, van Goor H, Steyerberg EW, Nelissen RGHH, Mesotten D, Geerts BF, de Boer MGJ, Arbous MS; PERISCOPE Group. van der Meijden SL, et al. Among authors: steyerberg ew. Lancet Reg Health Eur. 2024 Dec 5;49:101163. doi: 10.1016/j.lanepe.2024.101163. eCollection 2025 Feb. Lancet Reg Health Eur. 2024. PMID: 39720095 Free PMC article.
1,230 results