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Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare.
Gill SK, Karwath A, Uh HW, Cardoso VR, Gu Z, Barsky A, Slater L, Acharjee A, Duan J, Dall'Olio L, El Bouhaddani S, Chernbumroong S, Stanbury M, Haynes S, Asselbergs FW, Grobbee DE, Eijkemans MJC, Gkoutos GV, Kotecha D; BigData@Heart Consortium and the cardAIc group. Gill SK, et al. Among authors: duan j. Eur Heart J. 2023 Mar 1;44(9):713-725. doi: 10.1093/eurheartj/ehac758. Eur Heart J. 2023. PMID: 36629285 Free PMC article.
Deep learning cardiac motion analysis for human survival prediction.
Bello GA, Dawes TJW, Duan J, Biffi C, de Marvao A, Howard LSGE, Gibbs JSR, Wilkins MR, Cook SA, Rueckert D, O'Regan DP. Bello GA, et al. Among authors: duan j. Nat Mach Intell. 2019 Feb 11;1:95-104. doi: 10.1038/s42256-019-0019-2. Nat Mach Intell. 2019. PMID: 30801055 Free PMC article.
Phenotypic Expression and Outcomes in Individuals With Rare Genetic Variants of Hypertrophic Cardiomyopathy.
de Marvao A, McGurk KA, Zheng SL, Thanaj M, Bai W, Duan J, Biffi C, Mazzarotto F, Statton B, Dawes TJW, Savioli N, Halliday BP, Xu X, Buchan RJ, Baksi AJ, Quinlan M, Tokarczuk P, Tayal U, Francis C, Whiffin N, Theotokis PI, Zhang X, Jang M, Berry A, Pantazis A, Barton PJR, Rueckert D, Prasad SK, Walsh R, Ho CY, Cook SA, Ware JS, O'Regan DP. de Marvao A, et al. Among authors: duan j. J Am Coll Cardiol. 2021 Sep 14;78(11):1097-1110. doi: 10.1016/j.jacc.2021.07.017. J Am Coll Cardiol. 2021. PMID: 34503678 Free PMC article.
Learning a Model-Driven Variational Network for Deformable Image Registration.
Jia X, Thorley A, Chen W, Qiu H, Shen L, Styles IB, Chang HJ, Leonardis A, de Marvao A, O'Regan DP, Rueckert D, Duan J. Jia X, et al. Among authors: duan j. IEEE Trans Med Imaging. 2022 Jan;41(1):199-212. doi: 10.1109/TMI.2021.3108881. Epub 2021 Dec 30. IEEE Trans Med Imaging. 2022. PMID: 34460369
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: duan j. 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.
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: duan j. 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.
5,983 results