| A topological loss function for deep-learning based image segmentation using persistent homology JR Clough, N Byrne, I Oksuz, VA Zimmer, JA Schnabel, AP King IEEE transactions on pattern analysis and machine intelligence 44 (12), 8766 …, 2020 | 278 | 2020 |
| Neural embeddings of graphs in hyperbolic space BP Chamberlain, J Clough, MP Deisenroth arXiv preprint arXiv:1705.10359, 2017 | 209 | 2017 |
| Left-ventricle quantification using residual U-Net E Kerfoot, J Clough, I Oksuz, J Lee, AP King, JA Schnabel Statistical Atlases and Computational Models of the Heart. Atrial …, 2019 | 198 | 2019 |
| Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning I Oksuz, B Ruijsink, E Puyol-Antón, JR Clough, G Cruz, A Bustin, C Prieto, ... Medical image analysis 55, 136-147, 2019 | 109 | 2019 |
| Transitive reduction of citation networks JR Clough, J Gollings, TV Loach, TS Evans Journal of Complex Networks 3 (2), 189-203, 2015 | 97 | 2015 |
| Global and local interpretability for cardiac MRI classification JR Clough, I Oksuz, E Puyol-Antón, B Ruijsink, AP King, JA Schnabel International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 82 | 2019 |
| Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology JR Clough, I Oksuz, N Byrne, JA Schnabel, AP King Information Processing in Medical Imaging: 26th International Conference …, 2019 | 82 | 2019 |
| Deep learning-based detection and correction of cardiac MR motion artefacts during reconstruction for high-quality segmentation I Oksuz, JR Clough, B Ruijsink, EP Anton, A Bustin, G Cruz, C Prieto, ... IEEE Transactions on Medical Imaging 39 (12), 4001-4010, 2020 | 78 | 2020 |
| Magnetic resonance fingerprinting using recurrent neural networks I Oksuz, G Cruz, J Clough, A Bustin, N Fuin, RM Botnar, C Prieto, AP King, ... 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 65 | 2019 |
| A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography N Fuin, A Bustin, T Küstner, I Oksuz, J Clough, AP King, JA Schnabel, ... Magnetic resonance imaging 70, 155-167, 2020 | 51 | 2020 |
| What is the dimension of citation space? JR Clough, TS Evans Physica A: Statistical Mechanics and its Applications 448, 235-247, 2016 | 50 | 2016 |
| Embedding graphs in Lorentzian spacetime JR Clough, TS Evans PLoS One, 2017 | 42 | 2017 |
| Interpretable deep models for cardiac resynchronisation therapy response prediction E Puyol-Antón, C Chen, JR Clough, B Ruijsink, BS Sidhu, J Gould, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 41 | 2020 |
| Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space I Oksuz, J Clough, B Ruijsink, E Puyol-Anton, A Bustin, G Cruz, C Prieto, ... arXiv preprint arXiv:1906.05695, 2019 | 41 | 2019 |
| Cardiac MR motion artefact correction from k-space using deep learning-based reconstruction I Oksuz, J Clough, A Bustin, G Cruz, C Prieto, R Botnar, D Rueckert, ... Machine Learning for Medical Image Reconstruction: First International …, 2018 | 35 | 2018 |
| dAUTOMAP: Decomposing AUTOMAP to achieve scalability and enhance performance J Schlemper, I Oksuz, JR Clough, J Duan, AP King, JA Schnabel, ... arXiv preprint arXiv:1909.10995, 2019 | 33 | 2019 |
| A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI N Byrne, JR Clough, G Montana, AP King Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC …, 2021 | 32 | 2021 |
| A persistent homology-based topological loss for CNN-based multiclass segmentation of CMR N Byrne, JR Clough, I Valverde, G Montana, AP King IEEE transactions on medical imaging 42 (1), 3-14, 2022 | 26 | 2022 |
| Pseudo-normal PET synthesis with generative adversarial networks for localising hypometabolism in epilepsies SN Yaakub, CJ McGinnity, JR Clough, E Kerfoot, N Girard, E Guedj, ... International Workshop on Simulation and Synthesis in Medical Imaging, 42-51, 2019 | 23 | 2019 |
| Image reconstruction in a manifold of image patches: Application to whole-fetus ultrasound imaging A Gomez, V Zimmer, N Toussaint, R Wright, JR Clough, B Khanal, ... International workshop on machine learning for medical image reconstruction …, 2019 | 11 | 2019 |
Andrew P KingKing's College LondonVerified email at kcl.ac.uk