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Items: 26

1.

Sex and regional differences in myocardial plasticity in aortic stenosis are revealed by 3D model machine learning.

Bhuva AN, Treibel TA, De Marvao A, Biffi C, Dawes TJW, Doumou G, Bai W, Patel K, Boubertakh R, Rueckert D, O'Regan DP, Hughes AD, Moon JC, Manisty CH.

Eur Heart J Cardiovasc Imaging. 2019 Jul 5. pii: jez166. doi: 10.1093/ehjci/jez166. [Epub ahead of print]

PMID:
31280289
2.

Cardiac structure and function in patients with schizophrenia taking antipsychotic drugs: an MRI study.

Pillinger T, Osimo EF, de Marvao A, Berry MA, Whitehurst T, Statton B, Quinlan M, Brugger S, Vazir A, Cook SA, O'Regan DP, Howes OD.

Transl Psychiatry. 2019 Jun 7;9(1):163. doi: 10.1038/s41398-019-0502-x.

3.

Genetic Variants Associated With Cancer Therapy-Induced Cardiomyopathy.

Garcia-Pavia P, Kim Y, Restrepo-Cordoba MA, Lunde IG, Wakimoto H, Smith AM, Toepfer CN, Getz K, Gorham J, Patel P, Ito K, Willcox JA, Arany Z, Li J, Owens AT, Govind R, Nuñez B, Mazaika E, Bayes-Genis A, Walsh R, Finkelman B, Lupon J, Whiffin N, Serrano I, Midwinter W, Wilk A, Bardaji A, Ingold N, Buchan R, Tayal U, Pascual-Figal DA, de Marvao A, Ahmad M, Garcia-Pinilla JM, Pantazis A, Dominguez F, John Baksi A, O'Regan DP, Rosen SD, Prasad SK, Lara-Pezzi E, Provencio M, Lyon AR, Alonso-Pulpon L, Cook SA, DePalma SR, Barton PJR, Aplenc R, Seidman JG, Ky B, Ware JS, Seidman CE.

Circulation. 2019 Jul 2;140(1):31-41. doi: 10.1161/CIRCULATIONAHA.118.037934. Epub 2019 Apr 16.

PMID:
30987448
4.

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.

Nat Mach Intell. 2019 Feb 11;1:95-104. doi: 10.1038/s42256-019-0019-2.

PMID:
30801055
5.

Quantitative approaches to variant classification increase the yield and precision of genetic testing in Mendelian diseases: the case of hypertrophic cardiomyopathy.

Walsh R, Mazzarotto F, Whiffin N, Buchan R, Midwinter W, Wilk A, Li N, Felkin L, Ingold N, Govind R, Ahmad M, Mazaika E, Allouba M, Zhang X, de Marvao A, Day SM, Ashley E, Colan SD, Michels M, Pereira AC, Jacoby D, Ho CY, Thomson KL, Watkins H, Barton PJR, Olivotto I, Cook SA, Ware JS.

Genome Med. 2019 Jan 29;11(1):5. doi: 10.1186/s13073-019-0616-z.

6.

Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach.

Duan J, Bello G, Schlemper J, Bai W, Dawes TJW, Biffi C, de Marvao A, Doumou G, O'Regan DP, Rueckert D.

IEEE Trans Med Imaging. 2019 Jan 23. doi: 10.1109/TMI.2019.2894322. [Epub ahead of print]

7.

Metabolic pathways associated with right ventricular adaptation to pulmonary hypertension: 3D analysis of cardiac magnetic resonance imaging.

Attard MI, Dawes TJW, de Marvao A, Biffi C, Shi W, Wharton J, Rhodes CJ, Ghataorhe P, Gibbs JSR, Howard LSGE, Rueckert D, Wilkins MR, O'Regan DP.

Eur Heart J Cardiovasc Imaging. 2019 Jun 1;20(6):668-676. doi: 10.1093/ehjci/jey175.

8.

Identifying the optimal regional predictor of right ventricular global function: a high-resolution three-dimensional cardiac magnetic resonance study.

Dawes TJW, de Marvao A, Shi W, Rueckert D, Cook SA, O'Regan DP.

Anaesthesia. 2019 Mar;74(3):312-320. doi: 10.1111/anae.14494. Epub 2018 Nov 14.

9.

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.

IEEE Trans Med Imaging. 2019 May;38(5):1127-1138. doi: 10.1109/TMI.2018.2878509. Epub 2018 Nov 1.

10.

Fractal Analysis of Right Ventricular Trabeculae in Pulmonary Hypertension.

Dawes TJW, Cai J, Quinlan M, de Marvao A, Ostrowski PJ, Tokarczuk PF, Watson GMJ, Wharton J, Howard LSGE, Gibbs JSR, Cook SA, Wilkins MR, O'Regan DP.

Radiology. 2018 Aug;288(2):386-395. doi: 10.1148/radiol.2018172821. Epub 2018 Jun 5.

11.

Fractal analysis of left ventricular trabeculations is associated with impaired myocardial deformation in healthy Chinese.

Cai J, Bryant JA, Le TT, Su B, de Marvao A, O'Regan DP, Cook SA, Chin CW.

J Cardiovasc Magn Reson. 2017 Dec 14;19(1):102. doi: 10.1186/s12968-017-0413-z.

12.

Three-dimensional cardiovascular imaging-genetics: a mass univariate framework.

Biffi C, de Marvao A, Attard MI, Dawes TJW, Whiffin N, Bai W, Shi W, Francis C, Meyer H, Buchan R, Cook SA, Rueckert D, O'Regan DP.

Bioinformatics. 2018 Jan 1;34(1):97-103. doi: 10.1093/bioinformatics/btx552.

13.

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation.

Oktay O, Ferrante E, Kamnitsas K, Heinrich M, Bai W, Caballero J, Cook SA, de Marvao A, Dawes T, O'Regan DP, Kainz B, Glocker B, Rueckert D.

IEEE Trans Med Imaging. 2018 Feb;37(2):384-395. doi: 10.1109/TMI.2017.2743464. Epub 2017 Sep 26.

14.

Machine Learning of Three-dimensional Right Ventricular Motion Enables Outcome Prediction in Pulmonary Hypertension: A Cardiac MR Imaging Study.

Dawes TJW, de Marvao A, Shi W, Fletcher T, Watson GMJ, Wharton J, Rhodes CJ, Howard LSGE, Gibbs JSR, Rueckert D, Cook SA, Wilkins MR, O'Regan DP.

Radiology. 2017 May;283(2):381-390. doi: 10.1148/radiol.2016161315. Epub 2017 Jan 16.

15.

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images.

Oktay O, Bai W, Guerrero R, Rajchl M, de Marvao A, O'Regan DP, Cook SA, Heinrich MP, Glocker B, Rueckert D.

IEEE Trans Med Imaging. 2017 Jan;36(1):332-342. doi: 10.1109/TMI.2016.2597270.

16.

Titin-truncating variants affect heart function in disease cohorts and the general population.

Schafer S, de Marvao A, Adami E, Fiedler LR, Ng B, Khin E, Rackham OJ, van Heesch S, Pua CJ, Kui M, Walsh R, Tayal U, Prasad SK, Dawes TJ, Ko NS, Sim D, Chan LL, Chin CW, Mazzarotto F, Barton PJ, Kreuchwig F, de Kleijn DP, Totman T, Biffi C, Tee N, Rueckert D, Schneider V, Faber A, Regitz-Zagrosek V, Seidman JG, Seidman CE, Linke WA, Kovalik JP, O'Regan D, Ware JS, Hubner N, Cook SA.

Nat Genet. 2017 Jan;49(1):46-53. doi: 10.1038/ng.3719. Epub 2016 Nov 21.

17.

Moderate Physical Activity in Healthy Adults Is Associated With Cardiac Remodeling.

Dawes TJ, Corden B, Cotter S, de Marvao A, Walsh R, Ware JS, Cook SA, O'Regan DP.

Circ Cardiovasc Imaging. 2016 Aug;9(8). pii: e004712. doi: 10.1161/CIRCIMAGING.116.004712.

18.

Relationship between body composition and left ventricular geometry using three dimensional cardiovascular magnetic resonance.

Corden B, de Marvao A, Dawes TJ, Shi W, Rueckert D, Cook SA, O'Regan DP.

J Cardiovasc Magn Reson. 2016 May 31;18(1):32. doi: 10.1186/s12968-016-0251-4.

19.

The Authors Reply.

de Marvao A, Cook SA, O'Regan DP.

JACC Cardiovasc Imaging. 2016 Jun;9(6):763-4. doi: 10.1016/j.jcmg.2015.12.005. Epub 2016 Mar 9. No abstract available.

20.

Pulmonary Artery Stiffness Is Independently Associated with Right Ventricular Mass and Function: A Cardiac MR Imaging Study.

Dawes TJ, Gandhi A, de Marvao A, Buzaco R, Tokarczuk P, Quinlan M, Durighel G, Diamond T, Monje Garcia L, de Cesare A, Cook SA, O'Regan DP.

Radiology. 2016 Aug;280(2):398-404. doi: 10.1148/radiol.2016151527. Epub 2016 Feb 24.

21.

Precursors of Hypertensive Heart Phenotype Develop in Healthy Adults: A High-Resolution 3D MRI Study.

de Marvao A, Dawes TJ, Shi W, Durighel G, Rueckert D, Cook SA, O'Regan DP.

JACC Cardiovasc Imaging. 2015 Nov;8(11):1260-9. doi: 10.1016/j.jcmg.2015.08.007. Epub 2015 Oct 14.

22.

A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion.

Bai W, Shi W, de Marvao A, Dawes TJ, O'Regan DP, Cook SA, Rueckert D.

Med Image Anal. 2015 Dec;26(1):133-45. doi: 10.1016/j.media.2015.08.009. Epub 2015 Sep 1.

23.

Integrated allelic, transcriptional, and phenomic dissection of the cardiac effects of titin truncations in health and disease.

Roberts AM, Ware JS, Herman DS, Schafer S, Baksi J, Bick AG, Buchan RJ, Walsh R, John S, Wilkinson S, Mazzarotto F, Felkin LE, Gong S, MacArthur JA, Cunningham F, Flannick J, Gabriel SB, Altshuler DM, Macdonald PS, Heinig M, Keogh AM, Hayward CS, Banner NR, Pennell DJ, O'Regan DP, San TR, de Marvao A, Dawes TJ, Gulati A, Birks EJ, Yacoub MH, Radke M, Gotthardt M, Wilson JG, O'Donnell CJ, Prasad SK, Barton PJ, Fatkin D, Hubner N, Seidman JG, Seidman CE, Cook SA.

Sci Transl Med. 2015 Jan 14;7(270):270ra6. doi: 10.1126/scitranslmed.3010134.

24.

Cardiac image super-resolution with global correspondence using multi-atlas patchmatch.

Shi W, Caballero J, Ledig C, Zhuang X, Bai W, Bhatia K, de Marvao AM, Dawes T, O'Regan D, Rueckert D.

Med Image Comput Comput Assist Interv. 2013;16(Pt 3):9-16.

PMID:
24505738
25.

Population-based studies of myocardial hypertrophy: high resolution cardiovascular magnetic resonance atlases improve statistical power.

de Marvao A, Dawes TJ, Shi W, Minas C, Keenan NG, Diamond T, Durighel G, Montana G, Rueckert D, Cook SA, O'Regan DP.

J Cardiovasc Magn Reson. 2014 Feb 3;16:16. doi: 10.1186/1532-429X-16-16.

26.

Body fat is associated with reduced aortic stiffness until middle age.

Corden B, Keenan NG, de Marvao AS, Dawes TJ, Decesare A, Diamond T, Durighel G, Hughes AD, Cook SA, O'Regan DP.

Hypertension. 2013 Jun;61(6):1322-7. doi: 10.1161/HYPERTENSIONAHA.113.01177. Epub 2013 Apr 22.

PMID:
23608657

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