| Evaluating reinforcement learning agents for anatomical landmark detection A Alansary, O Oktay, Y Li, L Le Folgoc, B Hou, G Vaillant, K Kamnitsas, ... Medical image analysis 53, 156-164, 2019 | 232 | 2019 |
| Video summarization through reinforcement learning with a 3D spatio-temporal u-net T Liu, Q Meng, JJ Huang, A Vlontzos, D Rueckert, B Kainz IEEE transactions on image processing 31, 1573-1586, 2022 | 132 | 2022 |
| Ultrasound video transformers for cardiac ejection fraction estimation H Reynaud, A Vlontzos, B Hou, A Beqiri, P Leeson, B Kainz International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 95 | 2021 |
| Multiple landmark detection using multi-agent reinforcement learning A Vlontzos, A Alansary, K Kamnitsas, D Rueckert, B Kainz Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 91 | 2019 |
| Unsupervised human pose estimation through transforming shape templates L Schmidtke, A Vlontzos, S Ellershaw, A Lukens, T Arichi, B Kainz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 58 | 2021 |
| Estimating categorical counterfactuals via deep twin networks A Vlontzos, B Kainz, CM Gilligan-Lee Nature Machine Intelligence, 1-10, 2023 | 51* | 2023 |
| Ultrasound video summarization using deep reinforcement learning T Liu, Q Meng, A Vlontzos, J Tan, D Rueckert, B Kainz International conference on medical image computing and computer-assisted …, 2020 | 50 | 2020 |
| D’artagnan: Counterfactual video generation H Reynaud, A Vlontzos, M Dombrowski, C Gilligan Lee, A Beqiri, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 43 | 2022 |
| Deep Segmentation and Registration in X-Ray Angiography Video A Vlontzos, K Mikolajczyk BMVC 2018, 2018 | 34 | 2018 |
| A review of causality for learning algorithms in medical image analysis A Vlontzos, D Rueckert, B Kainz MELBA, 2022 | 27 | 2022 |
| Benchmarking counterfactual image generation T Melistas, N Spyrou, N Gkouti, P Sanchez, A Vlontzos, Y Panagakis, ... Advances in Neural Information Processing Systems 37, 133207-133230, 2024 | 24 | 2024 |
| Prediction of GNSS Phase Scintillations: A Machine Learning Approach K Lamb, G Malhotra, A Vlontzos, E Wagstaff, AG Baydin, A Bhiwandiwalla, ... Machine Learning for the Physical Sciences; NeurIPS 2019 workshop, 2019 | 17 | 2019 |
| Detecting hypo-plastic left heart syndrome in fetal ultrasound via disease-specific atlas maps S Budd, M Sinclair, T Day, A Vlontzos, J Tan, T Liu, J Matthew, E Skelton, ... International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 16 | 2021 |
| Topological Data Analysis of Database Representations for Information Retrieval A Vlontzos, Y Cao, L Schmidtke, B Kainz, A Monod arXiv preprint arXiv:2104.01672, 2021 | 11* | 2021 |
| Non-parametric identifiability and sensitivity analysis of synthetic control models J Zeitler, A Vlontzos, CM Gilligan-Lee Conference on Causal Learning and Reasoning, 850-865, 2023 | 10 | 2023 |
| Causal future prediction in a minkowski space-time A Vlontzos, HB Rocha, D Rueckert, B Kainz arXiv preprint arXiv:2008.09154, 2020 | 8 | 2020 |
| Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder K Lamb, G Malhotra, A Vlontzos, E Wagstaff, AG Baydin, A Bhiwandiwalla, ... Machine Learning for the Physical Sciences; NeurIPS 2019 workshop, 2019 | 5 | 2019 |
| The Hardness of Validating Observational Studies with Experimental Data J Fawkes, M O'Riordan, A Vlontzos, O Corcoll, CM Gilligan-Lee The 28th International Conference on Artificial Intelligence and Statistics, 2025 | 4 | 2025 |
| Contrastive representations of high-dimensional, structured treatments OC Andreu, A Vlontzos, M O'Riordan, CM Gilligan-Lee arXiv preprint arXiv:2411.19245, 2024 | 4 | 2024 |
| Self-supervised 3D human pose estimation in static video via neural rendering L Schmidtke, B Hou, A Vlontzos, B Kainz European Conference on Computer Vision, 704-713, 2022 | 4 | 2022 |
Bernhard KainzFAU Erlangen-Nürnberg, Imperial College LondonVerified email at imperial.ac.uk
