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Systematic review of machine-learning models in orthopaedic trauma.
Dijkstra H, van de Kuit A, de Groot T, Canta O, Groot OQ, Oosterhoff JH, Doornberg JN; Machine Learning Consortium; Machine Learning Consortium; van den Bekerom M, Calderon SL, Colaris J, Duis KT, Esfahani SA, DiGiovanni C, Gordon M, Guss D, IJpma F, Jaarsma R, Janssen M, Jayakumar P, Kerkhoffs GM, Leighton R, van Munster B, Poolman R, Ring D, Schemtisch E, Stirler V, Tornetta P, Wijffels M. Dijkstra H, et al. Among authors: van de kuit a. Bone Jt Open. 2024 Jan 16;5(1):9-19. doi: 10.1302/2633-1462.51.BJO-2023-0095.R1. Bone Jt Open. 2024. PMID: 38226447 Free PMC article.
Development of machine-learning algorithms for 90-day and one-year mortality prediction in the elderly with femoral neck fractures based on the HEALTH and FAITH trials.
Dijkstra H, Oosterhoff JHF, van de Kuit A, IJpma FFA, Schwab JH, Poolman RW, Sprague S, Bzovsky S, Bhandari M, Swiontkowski M, Schemitsch EH, Doornberg JN, Hendrickx LAM; Machine Learning Consortium; HEALTH Investigators; and the FAITH Investigators. Dijkstra H, et al. Among authors: van de kuit a. Bone Jt Open. 2023 Mar 14;4(3):168-181. doi: 10.1302/2633-1462.43.BJO-2022-0162.R1. Bone Jt Open. 2023. PMID: 37051847 Free PMC article.
Atherosclerosis and Intrarenal Resistance Index in Kidney Transplant Recipients.
Bloemendal NT, Hertsig R, Benjamens S, van de Kuit A, Swaab T, Yakar D, Minnee RC, Tielliu IFJ, Bakker SJL, Pol RA. Bloemendal NT, et al. Among authors: van de kuit a. Transplant Direct. 2023 Jan 12;9(2):e1435. doi: 10.1097/TXD.0000000000001435. eCollection 2023 Feb. Transplant Direct. 2023. PMID: 36700068 Free PMC article.
Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine-learning Algorithm.
van de Kuit A, Oosterhoff JHF, Dijkstra H, Sprague S, Bzovsky S, Bhandari M, Swiontkowski M, Schemitsch EH, IJpma FFA, Poolman RW, Doornberg JN, Hendrickx LAM; , the Machine Learning Consortium and FAITH Investigators. van de Kuit A, et al. Clin Orthop Relat Res. 2022 Dec 1;480(12):2350-2360. doi: 10.1097/CORR.0000000000002283. Epub 2022 Jun 21. Clin Orthop Relat Res. 2022. PMID: 35767811 Free PMC article. Clinical Trial.