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Evaluation of deep learning estimation of whole heart anatomy from automated cardiovascular magnetic resonance short- and long-axis analyses in UK Biobank.
Muffoletto M, Xu H, Burns R, Suinesiaputra A, Nasopoulou A, Kunze KP, Neji R, Petersen SE, Niederer SA, Rueckert D, Young AA. Muffoletto M, et al. Among authors: rueckert d. Eur Heart J Cardiovasc Imaging. 2024 Sep 30;25(10):1374-1383. doi: 10.1093/ehjci/jeae123. Eur Heart J Cardiovasc Imaging. 2024. PMID: 38723059 Free PMC article.
Automated analysis of atrial late gadolinium enhancement imaging that correlates with endocardial voltage and clinical outcomes: a 2-center study.
Malcolme-Lawes LC, Juli C, Karim R, Bai W, Quest R, Lim PB, Jamil-Copley S, Kojodjojo P, Ariff B, Davies DW, Rueckert D, Francis DP, Hunter R, Jones D, Boubertakh R, Petersen SE, Schilling R, Kanagaratnam P, Peters NS. Malcolme-Lawes LC, et al. Among authors: rueckert d. Heart Rhythm. 2013 Aug;10(8):1184-91. doi: 10.1016/j.hrthm.2013.04.030. Epub 2013 May 16. Heart Rhythm. 2013. PMID: 23685170 Free PMC article.
A prospective evaluation of cardiovascular magnetic resonance measures of dyssynchrony in the prediction of response to cardiac resynchronization therapy.
Sohal M, Duckett SG, Zhuang X, Shi W, Ginks M, Shetty A, Sammut E, Kozerke S, Niederer S, Smith N, Ourselin S, Rinaldi CA, Rueckert D, Carr-White G, Razavi R. Sohal M, et al. Among authors: rueckert d. J Cardiovasc Magn Reson. 2014 Aug 1;16(1):58. doi: 10.1186/s12968-014-0058-0. J Cardiovasc Magn Reson. 2014. PMID: 25084814 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: rueckert d. 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.
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. Attard MI, et al. Among authors: rueckert d. Eur Heart J Cardiovasc Imaging. 2019 Jun 1;20(6):668-676. doi: 10.1093/ehjci/jey175. Eur Heart J Cardiovasc Imaging. 2019. PMID: 30535300 Free PMC article.
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: rueckert d. 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.
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. Bhuva AN, et al. Among authors: rueckert d. Eur Heart J Cardiovasc Imaging. 2020 Apr 1;21(4):417-427. doi: 10.1093/ehjci/jez166. Eur Heart J Cardiovasc Imaging. 2020. PMID: 31280289 Free PMC article.
A Multicenter, Scan-Rescan, Human and Machine Learning CMR Study to Test Generalizability and Precision in Imaging Biomarker Analysis.
Bhuva AN, Bai W, Lau C, Davies RH, Ye Y, Bulluck H, McAlindon E, Culotta V, Swoboda PP, Captur G, Treibel TA, Augusto JB, Knott KD, Seraphim A, Cole GD, Petersen SE, Edwards NC, Greenwood JP, Bucciarelli-Ducci C, Hughes AD, Rueckert D, Moon JC, Manisty CH. Bhuva AN, et al. Among authors: rueckert d. Circ Cardiovasc Imaging. 2019 Oct;12(10):e009214. doi: 10.1161/CIRCIMAGING.119.009214. Epub 2019 Sep 24. Circ Cardiovasc Imaging. 2019. PMID: 31547689 Free article.
485 results