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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: tarroni g. 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.
Deep Learning for Cardiac Image Segmentation: A Review.
Chen C, Qin C, Qiu H, Tarroni G, Duan J, Bai W, Rueckert D. Chen C, et al. Among authors: tarroni g. Front Cardiovasc Med. 2020 Mar 5;7:25. doi: 10.3389/fcvm.2020.00025. eCollection 2020. Front Cardiovasc Med. 2020. PMID: 32195270 Free PMC article. Review.
A population-based phenome-wide association study of cardiac and aortic structure and function.
Bai W, Suzuki H, Huang J, Francis C, Wang S, Tarroni G, Guitton F, Aung N, Fung K, Petersen SE, Piechnik SK, Neubauer S, Evangelou E, Dehghan A, O'Regan DP, Wilkins MR, Guo Y, Matthews PM, Rueckert D. Bai W, et al. Among authors: tarroni g. Nat Med. 2020 Oct;26(10):1654-1662. doi: 10.1038/s41591-020-1009-y. Epub 2020 Aug 24. Nat Med. 2020. PMID: 32839619 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. 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.
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: tarroni g. 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.
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images.
Zimmerer D, Full PM, Isensee F, Jager P, Adler T, Petersen J, Kohler G, Ross T, Reinke A, Kascenas A, Jensen BS, O'Neil AQ, Tan J, Hou B, Batten J, Qiu H, Kainz B, Shvetsova N, Fedulova I, Dylov DV, Yu B, Zhai J, Hu J, Si R, Zhou S, Wang S, Li X, Chen X, Zhao Y, Marimont SN, Tarroni G, Saase V, Maier-Hein L, Maier-Hein K. Zimmerer D, et al. Among authors: tarroni g. IEEE Trans Med Imaging. 2022 Oct;41(10):2728-2738. doi: 10.1109/TMI.2022.3170077. Epub 2022 Sep 30. IEEE Trans Med Imaging. 2022. PMID: 35468060
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