| ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging A Fontanella, A Antoniou, W Li, J Wardlaw, G Mair, E Trucco, A Storkey International Conference on Machine Learning (ICML 2023), 10153-10169, 2023 | 7 | 2023 |
| Dr detection using optical coherence tomography angiography (octa): A transfer learning approach with robustness analysis R Andreeva, A Fontanella, Y Giarratano, MO Bernabeu Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020 …, 2020 | 7 | 2020 |
| A framework for the discovery of retinal biomarkers in optical coherence tomography angiography (OCTA) Y Giarratano, A Pavel, J Lian, R Andreeva, A Fontanella, R Sarkar, ... Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020 …, 2020 | 7 | 2020 |
| Diffusion models for counterfactual generation and anomaly detection in brain images A Fontanella, G Mair, J Wardlaw, E Trucco, A Storkey arXiv preprint arXiv:2308.02062, 2023 | 6 | 2023 |
| Classification with a domain shift in medical imaging A Fontanella, E Pead, T MacGillivray, MO Bernabeu, A Storkey Med-NeurIPS 2020: Medical Imaging meets NeurIPS Workshop, 2020 | 5 | 2020 |
| Challenges of building medical image datasets for development of deep learning software in stroke A Fontanella, W Li, G Mair, A Antoniou, E Platt, C Martin, P Armitage, ... arXiv preprint arXiv:2309.15081, 2023 | 1 | 2023 |
| Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT A Fontanella, W Li, G Mair, A Antoniou, E Platt, P Armitage, E Trucco, ... arXiv preprint arXiv:2309.17320, 2023 | | 2023 |
