| Factorised spatial representation learning: Application in semi-supervised myocardial segmentation A Chartsias, T Joyce, G Papanastasiou, S Semple, M Williams, D Newby, ... International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 37 | 2018 |
| SaliencyGAN: Deep Learning Semi-supervised Salient Object Detection in the Fog of IoT C Wang, S Dong, X Shao, G Papanastasiou, H Zhang, G Yang IEEE Transactions on Industrial Informatics, 2019 | 36 | 2019 |
| Peripheral retinal imaging biomarkers for Alzheimer’s disease: a pilot study L Csincsik, TJ MacGillivray, E Flynn, E Pellegrini, G Papanastasiou, ... Ophthalmic Research 59 (4), 182-192, 2018 | 36 | 2018 |
| Disentangled representation learning in cardiac image analysis A Chartsias, T Joyce, G Papanastasiou, S Semple, M Williams, DE Newby, ... Medical image analysis 58, 101535, 2019 | 33 | 2019 |
| Measurement of myocardial blood flow by cardiovascular magnetic resonance perfusion: comparison of distributed parameter and Fermi models with single and dual bolus G Papanastasiou, MC Williams, LE Kershaw, MR Dweck, S Alam, ... Journal of Cardiovascular Magnetic Resonance 17 (1), 17, 2015 | 20 | 2015 |
| Quantitative assessment of myocardial blood flow in coronary artery disease by cardiovascular magnetic resonance: comparison of Fermi and distributed parameter modeling against … G Papanastasiou, MC Williams, MR Dweck, S Alam, A Cooper, ... Journal of Cardiovascular Magnetic Resonance 18 (1), 57, 2016 | 18 | 2016 |
| Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks C Wang, G Macnaught, G Papanastasiou, T MacGillivray, D Newby International Workshop on Simulation and Synthesis in Medical Imaging, 52-60, 2018 | 14 | 2018 |
| Multimodality Quantitative Assessments of Myocardial Perfusion Using Dynamic Contrast Enhanced Magnetic Resonance and 15O-Labeled Water Positron … G Papanastasiou, MC Williams, MR Dweck, S Mirsadraee, N Weir, ... IEEE transactions on radiation and plasma medical sciences 2 (3), 259-271, 2018 | 12 | 2018 |
| TPSDicyc: Improved deformation invariant cross-domain medical image synthesis C Wang, G Papanastasiou, S Tsaftaris, G Yang, C Gray, D Newby, ... International Workshop on Machine Learning for Medical Image Reconstruction …, 2019 | 11 | 2019 |
| Bone marrow adipose tissue is a unique adipose subtype with distinct roles in systemic glucose homeostasis KJ Suchacki, AAS Tavares, D Mattiucci, EL Scheller, G Papanastasiou, ... Nature Communications, 673129, 2020 | 10* | 2020 |
| Manganese-Enhanced T1 Mapping in the Myocardium of Normal and Infarcted Hearts NB Spath, DML Lilburn, GA Gray, LM Le Page, G Papanastasiou, ... Contrast media & molecular imaging 2018, 2018 | 8 | 2018 |
| Disentangle, align and fuse for multimodal and zero-shot image segmentation A Chartsias, G Papanastasiou, C Wang, S Semple, D Newby, ... arXiv preprint arXiv:1911.04417, 2019 | 7 | 2019 |
| Cardiovascular Imaging and Image Analysis A El-Baz, JS Suri CRC Press, 2018 | 4 | 2018 |
| Multidimensional assessments of abdominal aortic aneurysms by magnetic resonance against ultrasound diameter measurements G Papanastasiou, V González-Castro, CD Gray, RO Forsythe, ... Annual Conference on Medical Image Understanding and Analysis, 133-143, 2017 | 4 | 2017 |
| Industrial cyber-physical systems-based cloud IoT edge for federated heterogeneous distillation C Wang, G Yang, G Papanastasiou, H Zhang, J Rodrigues, ... IEEE Transactions on Industrial Informatics, 2020 | 3 | 2020 |
| FIRE: unsupervised bi-directional inter-modality registration using deep networks C Wang, G Papanastasiou, A Chartsias, G Jacenkow, SA Tsaftaris, ... arXiv preprint arXiv:1907.05062, 2019 | 3 | 2019 |
| Bone marrow adipose tissue is a unique adipose subtype with distinct roles in systemic glucose homeostasis KJ Suchacki, AAS Tavares, D Mattiucci, EL Scheller, G Papanastasiou, ... BioRxiv, 673129, 2019 | 3 | 2019 |
| MANGANESE-ENHANCED T1MAPPING FOR THE DETECTION OF VIABLE AND STUNNED MYOCARDIUM FOLLOWING MYOCARDIAL INFARCTION N Spath, N Spath, G Papanastasiou, T Singh, A Baker, R Janiczek, ... Journal of the American College of Cardiology 75 (11_Supplement_1), 1567-1567, 2020 | 1 | 2020 |
| DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis C Wang, G Yang, G Papanastasiou, SA Tsaftaris, DE Newby, C Gray, ... Information Fusion 67, 147-160, 2020 | 1 | 2020 |
| Multimodal Cardiac Segmentation Using Disentangled Representation Learning A Chartsias, G Papanastasiou, C Wang, C Stirrat, S Semple, D Newby, ... International Workshop on Statistical Atlases and Computational Models of …, 2019 | 1 | 2019 |
Scott SempleUniversity of EdinburghVerified email at ed.ac.uk
