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Harnessing feature extraction capacities from a pre-trained convolutional neural network (VGG-16) for the unsupervised distinction of aortic outflow velocity profiles in patients with severe aortic stenosis.
Lachmann M, Rippen E, Rueckert D, Schuster T, Xhepa E, von Scheidt M, Pellegrini C, Trenkwalder T, Rheude T, Stundl A, Thalmann R, Harmsen G, Yuasa S, Schunkert H, Kastrati A, Joner M, Kupatt C, Laugwitz KL. Lachmann M, et al. Among authors: rueckert d. Eur Heart J Digit Health. 2022 Apr 22;3(2):153-168. doi: 10.1093/ehjdh/ztac004. eCollection 2022 Jun. Eur Heart J Digit Health. 2022. PMID: 36713009 Free PMC article.
Discriminating electrocardiographic responses to His-bundle pacing using machine learning.
Arnold AD, Howard JP, Gopi AA, Chan CP, Ali N, Keene D, Shun-Shin MJ, Ahmad Y, Wright IJ, Ng FS, Linton NWF, Kanagaratnam P, Peters NS, Rueckert D, Francis DP, Whinnett ZI. Arnold AD, et al. Among authors: rueckert d. Cardiovasc Digit Health J. 2020 Jul-Aug;1(1):11-20. doi: 10.1016/j.cvdhj.2020.07.001. Cardiovasc Digit Health J. 2020. PMID: 32954375 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.
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.
Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images.
Chen C, Bai W, Davies RH, Bhuva AN, Manisty CH, Augusto JB, Moon JC, Aung N, Lee AM, Sanghvi MM, Fung K, Paiva JM, Petersen SE, Lukaschuk E, Piechnik SK, Neubauer S, Rueckert D. Chen C, et al. Among authors: rueckert d. Front Cardiovasc Med. 2020 Jun 30;7:105. doi: 10.3389/fcvm.2020.00105. eCollection 2020. Front Cardiovasc Med. 2020. PMID: 32714943 Free PMC article.
Cardiac Rhythm Device Identification Using Neural Networks.
Howard JP, Fisher L, Shun-Shin MJ, Keene D, Arnold AD, Ahmad Y, Cook CM, Moon JC, Manisty CH, Whinnett ZI, Cole GD, Rueckert D, Francis DP. Howard JP, et al. Among authors: rueckert d. JACC Clin Electrophysiol. 2019 May;5(5):576-586. doi: 10.1016/j.jacep.2019.02.003. Epub 2019 Mar 27. JACC Clin Electrophysiol. 2019. PMID: 31122379 Free PMC article.
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.
485 results