Dr Andrew King Academics Reader in Medical Image Analysis Contact details andrew.king@kcl.ac.uk +44 (0) 20 7848 9558 @atoandyking
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation Puyol-Antón, E., Ruijsink, B., Piechnik, S. K., Neubauer, S., Petersen, S. E., Razavi, R. & King, A. P., 21 Sep 2021, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12903, p. 413-423 11 p. Research output: Contribution to journal - Conference paper - peer-review. DOIs: https://doi.org/10.1007/978-3-030-87199-4_39 Automated Localisation of Focal Ventricular Tachycardia from Simulated Implanted Device Electrograms: A Combined Physics-AI Approach Monaci, S., Gillette, K., Puyol Anton, E., Rajani, R., Plank, G., King, A. & Bishop, M., 31 May 2021, (Accepted/In press) In: Frontiers in Physiology. Research output: Contribution to journal - Article - peer-review Comparison of machine learning methods for prediction of osteoradionecrosis incidence in patients with head and neck cancer Humbert-Vidan, L., Patel, V., Oksuz, I., King, A. P. & Guerrero Urbano, T., 1 Apr 2021, In: The British journal of radiology. 94, 1120, p. 20200026 1 p. Research output: Contribution to journal - Article - peer-review. DOIs: https://doi.org/10.1259/bjr.20200026 Assessment, endoscopy, and treatment in patients with acute severe ulcerative colitis during the COVID-19 pandemic (PROTECT-ASUC): a multicentre, observational, case-control study PROTECT-ASUC Study Group, Apr 2021, In: The Lancet Gastroenterology and Hepatology. 6, 4, p. 271-281 11 p. Research output: Contribution to journal - Article - peer-review. DOIs: https://doi.org/10.1016/S2468-1253(21)00016-9 Septal Curvature as a Robust and Reproducible Marker for Basal Septal Hypertrophy: Curvature in Basal Septal Hypertrophy Marciniak, M., Gilbert, A., Loncaric, F., Fernandes, J., Bijnens, B., Sitges, M., King, A., Crispi, F. & Lamata de la Orden, P., 12 Jan 2021, (Accepted/In press) In: Journal of Hypertension. Research output: Contribution to journal - Article - peer-review Deep-learning-based segmentation of the vocal tract and articulators in real-time magnetic resonance images of speech Ruthven, M., Miquel, M. & King, A., Jan 2021, In: Computer Methods and Programs in Biomedicine. 198, 105814. Research output: Contribution to journal - Article - peer-review. DOIs: https://doi.org/10.1016/j.cmpb.2020.105814 Automatic Detection of Extra-Cardiac Findings in Cardiovascular Magnetic Resonance Wickremasinghe, D. H., Khenkina, N., Masci, P. G., King, A. P. & Puyol-Antón, E., 2021, Medical Image Understanding and Analysis - 25th Annual Conference, MIUA 2021, Proceedings. Papież, B. W., Yaqub, M., Jiao, J., Namburete, A. I. & Noble, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 98-107 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12722 LNCS). Research output: Chapter in Book/Report/Conference proceeding - Conference paper - peer-review. DOIs: https://doi.org/10.1007/978-3-030-80432-9_8 A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology Clough, J., Byrne, N., Oksuz, I., Zimmer, V., Schnabel, J. & King, A., 4 Sep 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. Research output: Contribution to journal - Article - peer-review Quality-aware semi-supervised learning for CMR segmentation Ruijsink, B., Puyol Anton, E., Li, Y., Bai, W., Kerfoot, E., Razavi, R. & King, A., 26 Aug 2020, 2020 Conference on Medical Image Computing and Computer Assisted Interventions: Workshop on Statistical Atlases and Computational Modelling of the Heart. Springer Research output: Chapter in Book/Report/Conference proceeding - Conference paper - peer-review 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., 20 Aug 2020, In: Journal of cardiovascular magnetic resonance. Research output: Contribution to journal - Article - peer-review. DOIs: https://doi.org/10.1186/s12968-020-00650-y View all publications