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Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study.
Robinson R, Valindria VV, Bai W, Oktay O, Kainz B, Suzuki H, Sanghvi MM, Aung N, Paiva JM, Zemrak F, Fung K, Lukaschuk E, Lee AM, Carapella V, Kim YJ, Piechnik SK, Neubauer S, Petersen SE, Page C, Matthews PM, Rueckert D, Glocker B. Robinson R, et al. Among authors: oktay o. J Cardiovasc Magn Reson. 2019 Mar 14;21(1):18. doi: 10.1186/s12968-019-0523-x. J Cardiovasc Magn Reson. 2019. PMID: 30866968 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.
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.
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.
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.
30 results