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Corrigendum.
Prijs J, Liao Z, Ashkani-Esfahani S, Olczak J, Gordon M, Jayakumar P, Jutte PC, Jaarsma RL, IJpma FFA, Doornberg JN; Machine Learning Consortium. Prijs J, et al. Bone Joint J. 2022 Oct;104-B(10):1189. doi: 10.1302/0301-620X.104B9.BJJ-2022-00026. Bone Joint J. 2022. PMID: 36177648 No abstract available.
Systematic review of machine-learning models in orthopaedic trauma.
Dijkstra H, van de Kuit A, de Groot TM, 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. 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.
Detection, classification, and characterization of proximal humerus fractures on plain radiographs.
Spek RWA, Smith WJ, Sverdlov M, Broos S, Zhao Y, Liao Z, Verjans JW, Prijs J, To MS, Åberg H, Chiri W, IJpma FFA, Jadav B, White J, Bain GI, Jutte PC, van den Bekerom MPJ, Jaarsma RL, Doornberg JN; Machine Learning Consortium; Machine Learning Consortium; Ashkani S, Assink N, Colaris JW, der Gaast NV, Jayakumar P, Kim LJ, de Klerk HH, Kuipers J, Mallee WH, Meesters AML, Mennes SRJ, Oldhof MGE, Pijpker PAJ, Yiu Lau C, Wijffels MME, Wolf AD. Spek RWA, et al. Bone Joint J. 2024 Nov 1;106-B(11):1348-1360. doi: 10.1302/0301-620X.106B11.BJJ-2024-0264.R1. Bone Joint J. 2024. PMID: 39481431
Methodology and development of a machine learning probability calculator: Data heterogeneity limits ability to predict recurrence after arthroscopic Bankart repair.
van Spanning SH, Verweij LPE, Hendrickx LAM, Allaart LJH, Athwal GS, Lafosse T, Lafosse L, Doornberg JN, Oosterhoff JHF, van den Bekerom MPJ, Buijze GA; Machine Learning Consortium. van Spanning SH, et al. Knee Surg Sports Traumatol Arthrosc. 2025 Apr;33(4):1488-1499. doi: 10.1002/ksa.12443. Epub 2024 Sep 26. Knee Surg Sports Traumatol Arthrosc. 2025. PMID: 39324357 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. 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 Free PMC article.
Deep learning for tibial plateau fracture detection and classification.
van der Gaast N, Bagave P, Assink N, Broos S, Jaarsma RL, Edwards MJR, Hermans E, IJpma FFA, Ding AY, Doornberg JN, Oosterhoff JHF; Machine Learning Consortium. van der Gaast N, et al. Knee. 2025 Jun;54:81-89. doi: 10.1016/j.knee.2025.02.001. Epub 2025 Mar 1. Knee. 2025. PMID: 40023913 Free article.
Developing a machine learning algorithm to predict probability of retear and functional outcomes in patients undergoing rotator cuff repair surgery: protocol for a retrospective, multicentre study.
Allaart LJH, Spanning SV, Lafosse L, Lafosse T, Ladermann A, Athwal GS, Hendrickx LAM, Doornberg JN, van den Bekerom MPJ, Buijze GA; Machine Learning Consortium. Allaart LJH, et al. BMJ Open. 2023 Feb 10;13(2):e063673. doi: 10.1136/bmjopen-2022-063673. BMJ Open. 2023. PMID: 36764713 Free PMC article.
25 results