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Active label cleaning for improved dataset quality under resource constraints.
Bernhardt M, Castro DC, Tanno R, Schwaighofer A, Tezcan KC, Monteiro M, Bannur S, Lungren MP, Nori A, Glocker B, Alvarez-Valle J, Oktay O. Bernhardt M, et al. Among authors: oktay o. Nat Commun. 2022 Mar 4;13(1):1161. doi: 10.1038/s41467-022-28818-3. Nat Commun. 2022. PMID: 35246539 Free PMC article.
Machine Learning for Auto-Segmentation in Radiotherapy Planning.
Harrison K, Pullen H, Welsh C, Oktay O, Alvarez-Valle J, Jena R. Harrison K, et al. Among authors: oktay o. Clin Oncol (R Coll Radiol). 2022 Feb;34(2):74-88. doi: 10.1016/j.clon.2021.12.003. Epub 2022 Jan 5. Clin Oncol (R Coll Radiol). 2022. PMID: 34996682 Review.
Comparison of Two Scoring Systems in Pediatric Open Globe Injuries.
Dursun Ö, Özer Ö, Vatansever M, Dinç E, Oktay Ö, Örekici Temel G. Dursun Ö, et al. Among authors: oktay o. J Craniofac Surg. 2022 Mar-Apr 01;33(2):e105-e107. doi: 10.1097/SCS.0000000000007935. J Craniofac Surg. 2022. PMID: 34260448
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models.
Biffi C, Cerrolaza JJ, Tarroni G, Bai W, de Marvao A, Oktay O, Ledig C, Le Folgoc L, Kamnitsas K, Doumou G, Duan J, Prasad SK, Cook SA, O'Regan DP, Rueckert D. Biffi C, et al. Among authors: oktay o. IEEE Trans Med Imaging. 2020 Jun;39(6):2088-2099. doi: 10.1109/TMI.2020.2964499. Epub 2020 Jan 6. IEEE Trans Med Imaging. 2020. PMID: 31944949 Free PMC article.
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging.
Meng Q, Sinclair M, Zimmer V, Hou B, Rajchl M, Toussaint N, Oktay O, Schlemper J, Gomez A, Housden J, Matthew J, Rueckert D, Schnabel JA, Kainz B. Meng Q, et al. Among authors: oktay o. IEEE Trans Med Imaging. 2019 Dec;38(12):2755-2767. doi: 10.1109/TMI.2019.2913311. Epub 2019 Apr 25. IEEE Trans Med Imaging. 2019. PMID: 31021795 Free PMC article.
30 results