Selected publications
Curran L, de Marvao A, Inglese P, McGurk KA, Schiratti PR, Clement A, Zheng SL, Li S, Pua CJ, Shah M, Jafari M, Theotokis P, Buchan RJ, Jurgens SJ, Raphael CE, Baksi AJ, Pantazis A, Halliday BP, Pennell DJ, Bai W, Chin CWL, Tadros R, Bezzina CR, Watkins H, Cook SA, Prasad SK, Ware JS, O'Regan DP. Genotype-Phenotype Taxonomy of Hypertrophic Cardiomyopathy. Circulation: Genomic and Precision Medicine. 2023. doi: 10.1161/CIRCGEN.123.004200
Shah M, Inácio MH, Lu C, Schiratti PR, Zheng SL, Clement A, de Marvao A, Bai W, King AP, Ware JS, Wilkins MR, Mielke J, Elci, E, Kryukov I, McGurk KA, Bender C, Freitag DF, and O'Regan DP. Environmental and genetic predictors of human cardiovascular ageing. Nature Communications. 2023;14:4941; doi: 10.1038/s41467-023-40566-6.
Thanaj M, Mielke J, McGurk KA, Bai W, Savioli N, de Marvao A, Meyer HV, Zeng L, Sohler F, Lumbers RT, Wilkins MR, Ware JS, Bender C, Rueckert D, MacNamara A, Freitag DF and O’Regan DP. Genetic and environmental determinants of diastolic heart function. Nature Cardiovascular Research. 2022;1:361-371; doi: 10.1038/s44161-022-00048-2.
Meng Q, Qin C, Bai W, Liu T, De Marvao A, O'Regan DP and Rueckert D. MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI. IEEE Trans Med Imaging. 2022; doi: 10.1109/tmi.2022.3154599
de Marvao A, McGurk KA, Zheng SL, Thanaj M, Bai W, Duan J, Biffi C, Mazzarotto F, Statton B, Dawes TJ, 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 PJ, Rueckert D, Prasad SK, Walsh R, Ho CY, Cook SA, Ware JS, O’Regan DP. Phenotypic Expression and Outcomes in Individuals with Rare Genetic Variants of Hypertrophic Cardiomyopathy. J Am Coll Cardiol. 2021;78(11),1097-1110. doi:10.1016/j.jacc.2021.07.017
Meyer HV, Dawes TJW, Serrani M, Bai W, Tokarczuk P, Cai J, de Marvao A, Henry A, Lumbers RT, Gierten J, Thumberger T, Wittbrodt J, Ware JS, Rueckert D, Matthews PM, Prasad SK, Costantino ML, Cook SA, Birney E, O'Regan DP. Genetic and functional insights into the fractal structure of the heart. Nature. 2020 Aug;584(7822):589-594. doi: 10.1038/s41586-020-2635-8.
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. A population-based phenome-wide association study of cardiac and aortic structure and function. Nature Medicine. 2020 Oct;26(10):1654-1662. doi: 10.1038/s41591-020-1009-y.
Bello GA, Dawes TJW, Duan J, Biffi C, de Marvao A, Howard LSGE, Gibbs JSR, Wilkins MR, Cook SA, Rueckert D, O'Regan DP. Deep learning cardiac motion analysis for human survival prediction. Nature Machine Intelligence. 2019 Feb 11;1:95-104. doi: 10.1038/s42256-019-0019-2.