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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.
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.
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks.
Bai W, Sinclair M, Tarroni G, Oktay O, Rajchl M, Vaillant G, Lee AM, Aung N, Lukaschuk E, Sanghvi MM, Zemrak F, Fung K, Paiva JM, Carapella V, Kim YJ, Suzuki H, Kainz B, Matthews PM, Petersen SE, Piechnik SK, Neubauer S, Glocker B, Rueckert D. Bai W, et al. Among authors: oktay o. J Cardiovasc Magn Reson. 2018 Sep 14;20(1):65. doi: 10.1186/s12968-018-0471-x. J Cardiovasc Magn Reson. 2018. PMID: 30217194 Free PMC article.
Evaluating reinforcement learning agents for anatomical landmark detection.
Alansary A, Oktay O, Li Y, Folgoc LL, Hou B, Vaillant G, Kamnitsas K, Vlontzos A, Glocker B, Kainz B, Rueckert D. Alansary A, et al. Among authors: oktay o. Med Image Anal. 2019 Apr;53:156-164. doi: 10.1016/j.media.2019.02.007. Epub 2019 Feb 14. Med Image Anal. 2019. PMID: 30784956 Free PMC article.
Learning-Based Quality Control for Cardiac MR Images.
Tarroni G, Oktay O, Bai W, Schuh A, Suzuki H, Passerat-Palmbach J, de Marvao A, O'Regan DP, Cook S, Glocker B, Matthews PM, Rueckert D. Tarroni G, et al. Among authors: o regan dp, oktay o. IEEE Trans Med Imaging. 2019 May;38(5):1127-1138. doi: 10.1109/TMI.2018.2878509. Epub 2018 Nov 1. IEEE Trans Med Imaging. 2019. PMID: 30403623 Free article.
30 results