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Development and external validation of automated detection, classification, and localization of ankle fractures: inside the black box of a convolutional neural network (CNN).
Prijs J, Liao Z, To MS, Verjans J, Jutte PC, Stirler V, Olczak J, Gordon M, Guss D, DiGiovanni CW, Jaarsma RL, IJpma FFA, Doornberg JN; Machine Learning Consortium. Prijs J, et al. Among authors: doornberg jn. Eur J Trauma Emerg Surg. 2023 Apr;49(2):1057-1069. doi: 10.1007/s00068-022-02136-1. Epub 2022 Nov 14. Eur J Trauma Emerg Surg. 2023. PMID: 36374292 Free PMC article.
Artificial intelligence fracture recognition on computed tomography: review of literature and recommendations.
Dankelman LHM, Schilstra S, IJpma FFA, Doornberg JN, Colaris JW, Verhofstad MHJ, Wijffels MME, Prijs J; Machine Learning Consortium. Dankelman LHM, et al. Among authors: doornberg jn. Eur J Trauma Emerg Surg. 2023 Apr;49(2):681-691. doi: 10.1007/s00068-022-02128-1. Epub 2022 Oct 26. Eur J Trauma Emerg Surg. 2023. PMID: 36284017 Free PMC article. Review.
Correction: Intraoperative fluoroscopic protocol to avoid rotational malalignment after nailing of tibia shaft fractures: introduction of the 'C-Arm Rotational View (CARV)'.
Bleeker NJ, Doornberg JN, Ten Duis K, El Moumni M, Reininga IHF, Jaarsma RL, IJpma FFA; Traumaplatform 3D Consortium. Bleeker NJ, et al. Among authors: doornberg jn. Eur J Trauma Emerg Surg. 2023 Dec;49(6):2337. doi: 10.1007/s00068-022-02098-4. Eur J Trauma Emerg Surg. 2023. PMID: 36413268 Free PMC article. No abstract available.
Does the SORG Machine-learning Algorithm for Extremity Metastases Generalize to a Contemporary Cohort of Patients? Temporal Validation From 2016 to 2020.
de Groot TM, Ramsey D, Groot OQ, Fourman M, Karhade AV, Twining PK, Berner EA, Fenn BP, Collins AK, Raskin K, Lozano S, Newman E, Ferrone M, Doornberg JN, Schwab JH. de Groot TM, et al. Among authors: doornberg jn. Clin Orthop Relat Res. 2023 Dec 1;481(12):2419-2430. doi: 10.1097/CORR.0000000000002698. Epub 2023 May 25. Clin Orthop Relat Res. 2023. PMID: 37229565
Implications of resampling data to address the class imbalance problem (IRCIP): an evaluation of impact on performance between classification algorithms in medical data.
Welvaars K, Oosterhoff JHF, van den Bekerom MPJ, Doornberg JN, van Haarst EP; OLVG Urology Consortium, and the Machine Learning Consortium. Welvaars K, et al. Among authors: doornberg jn. JAMIA Open. 2023 May 31;6(2):ooad033. doi: 10.1093/jamiaopen/ooad033. eCollection 2023 Jul. JAMIA Open. 2023. PMID: 37266187 Free PMC article.
The management of elbow trauma from a historical perspective.
de Klerk HH, Doornberg JN, Eygendaal D, Jupiter JB. de Klerk HH, et al. Among authors: doornberg jn. JSES Int. 2023 Feb 2;7(6):2553-2559. doi: 10.1016/j.jseint.2023.01.005. eCollection 2023 Nov. JSES Int. 2023. PMID: 37969509 Free PMC article.
207 results