Dr Andrew King Academics Reader in Medical Image Analysis Contact details andrew.king@kcl.ac.uk +44 (0) 20 7848 9558 @atoandyking
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation Oksuz, I., Clough, J., Ruijsink, B., Puyol Anton, E., Bustin, A., Lima da Cruz, G., Prieto Vasquez, C., King, A. & Schnabel, J., 3 Jul 2020, (Accepted/In press) In : IEEE Transactions on Medical Imaging. Research output: Contribution to journal - Article Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with uncertainty-based quality-control Puyol Anton, E., Ruijsink, B., Baumgartner, C. F., Masci, P-G., Sinclair, M., Konukoglu, E., Razavi, R. & King, A., 11 Jun 2020, (Accepted/In press) In : Journal of cardiovascular magnetic resonance. Research output: Contribution to journal - Article A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography Fuin, N., Bustin, A., Küstner, T., Oksuz, I., Clough, J., King, A. P., Schnabel, J. A., Botnar, R. M. & Prieto, C., 27 Apr 2020, In : Magnetic Resonance Imaging. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1016/j.mri.2020.04.007 Machine Learning Approaches for Myocardial Motion and Deformation Analysis Duchateau, N., King, A. P. & De Craene, M., 9 Jan 2020, In : Frontiers in Cardiovascular Medicine. 6, 190. Research output: Contribution to journal - Review article. DOIs: https://doi.org/10.3389/fcvm.2019.00190 ACTIVE TRAINING OF PHYSICS-INFORMED NEURAL NETWORKS TO AGGREGATE AND INTERPOLATE PARAMETRIC SOLUTIONS TO THE NAVIER-STOKES EQUATIONS Arthurs, C. & King, A., 2020, (Submitted) In : JOURNAL OF COMPUTATIONAL PHYSICS. Research output: Contribution to journal - Article Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders Puyol-Antón, E., Ruijsink, B., Clough, J. R., Oksuz, I., Rueckert, D., Razavi, R. & King, A. P., 2020, Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges - 10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Revised Selected Papers. Pop, M., Sermesant, M., Camara, O., Zhuang, X., Li, S., Young, A., Mansi, T. & Suinesiaputra, A. (eds.). SPRINGER, p. 22-30 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12009 LNCS). Research output: Chapter in Book/Report/Conference proceeding - Conference paper. DOIs: https://doi.org/10.1007/978-3-030-39074-7_3 Detection and correction of cardiac MRI motion artefacts during reconstruction from k-space Oksuz, I., Clough, J., Ruijsink, B., Puyol-Antón, E., Bustin, A., Cruz, G., Prieto, C., Rueckert, D., King, A. P. & Schnabel, J. A., 10 Oct 2019, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 695-703 9 p. Research output: Contribution to journal - Conference paper. DOIs: https://doi.org/10.1007/978-3-030-32251-9_76 Improved co-registration of ex-vivo and in-vivo cardiovascular magnetic resonance images using heart-specific flexible 3D printed acrylic scaffold combined with non-rigid registration Whitaker, J., Neji, R., Byrne, N., Puyol-Antón, E., Mukherjee, R. K., Williams, S. E., Chubb, H., O'Neill, L., Razeghi, O., Connolly, A., Rhode, K., Niederer, S., King, A., Tschabrunn, C., Anter, E., Nezafat, R., Bishop, M. J., O'Neill, M., Razavi, R. & Roujol, S., 10 Oct 2019, In : Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 21, 1, 1 p., 62. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1186/s12968-019-0574-z Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning Oksuz, I., Ruijsink, J. B., Puyol Anton, E., Clough, J. R., Lima da Cruz, G. J., Bustin, A., Prieto Vasquez, C., Botnar, R. M., Rueckert, D., Schnabel, J. A. & King, A. P., 1 Jul 2019, In : Medical Image Analysis. 55, p. 136-147 12 p. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1016/j.media.2019.04.009 Mechanically Powered Motion Imaging Phantoms: Proof of Concept Gomez, A., Schmitz, C., Henningsson, M., Housden, J., Noh, Y., Zimmer, V. A., Clough, J. R., Oksuz, I., Toussaint, N., King, A. P. & Schnabel, J. A., 1 Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2723-2726 4 p. 8856577 Research output: Chapter in Book/Report/Conference proceeding - Conference contribution. DOIs: https://doi.org/10.1109/EMBC.2019.8856577 View all publications