| Attention u-net: Learning where to look for the pancreas O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ... arXiv preprint arXiv:1804.03999, 2018 | 4248 | 2018 |
| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1619 | 2018 |
| Ensembles of multiple models and architectures for robust brain tumour segmentation K Kamnitsas, W Bai, E Ferrante, S McDonagh, M Sinclair, N Pawlowski, ... Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018 | 516 | 2018 |
| Attention u-net: Learning where to look for the pancreas. arXiv 2018 O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ... arXiv preprint arXiv:1804.03999, 1804 | 472 | 1804 |
| Deeplpf: Deep local parametric filters for image enhancement S Moran, P Marza, S McDonagh, S Parisot, G Slabaugh Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 151 | 2020 |
| 3-D reconstruction in canonical co-ordinate space from arbitrarily oriented 2-D images B Hou, B Khanal, A Alansary, S McDonagh, A Davidson, M Rutherford, ... IEEE transactions on medical imaging 37 (8), 1737-1750, 2018 | 82 | 2018 |
| NTIRE 2022 challenge on perceptual image quality assessment J Gu, H Cai, C Dong, JS Ren, R Timofte, Y Gong, S Lao, S Shi, J Wang, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 81 | 2022 |
| Unsupervised lesion detection in brain ct using bayesian convolutional autoencoders N Pawlowski, MCH Lee, M Rajchl, S McDonagh, E Ferrante, K Kamnitsas, ... | 76 | 2018 |
| Adaptive polynomial rendering B Moon, S McDonagh, K Mitchell, M Gross ACM Transactions on Graphics (TOG) 35 (4), 1-10, 2016 | 62 | 2016 |
| Predicting slice-to-volume transformation in presence of arbitrary subject motion B Hou, A Alansary, S McDonagh, A Davidson, M Rutherford, JV Hajnal, ... Medical Image Computing and Computer-Assisted Intervention− MICCAI 2017 …, 2017 | 59 | 2017 |
| Laminar and dorsoventral molecular organization of the medial entorhinal cortex revealed by large-scale anatomical analysis of gene expression HL Ramsden, G Sürmeli, SG McDonagh, MF Nolan PLoS computational biology 11 (1), e1004032, 2015 | 59 | 2015 |
| Automatic view planning with multi-scale deep reinforcement learning agents A Alansary, LL Folgoc, G Vaillant, O Oktay, Y Li, W Bai, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 54 | 2018 |
| Context-sensitive super-resolution for fast fetal magnetic resonance imaging S McDonagh, B Hou, A Alansary, O Oktay, K Kamnitsas, M Rutherford, ... Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and …, 2017 | 50 | 2017 |
| Learning where to look for the pancreas O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ... arXiv preprint arXiv:1804.03999 18, 2018 | 48 | 2018 |
| PVR: patch-to-volume reconstruction for large area motion correction of fetal MRI A Alansary, M Rajchl, SG McDonagh, M Murgasova, M Damodaram, ... IEEE transactions on medical imaging 36 (10), 2031-2044, 2017 | 47 | 2017 |
| Point Light Source Estimation based on Scenes Recorded by a RGB-D camera. B Boom, S Orts-Escolano, X Ning, S McDonagh, P Sandilands, RB Fisher BMVC, 2013 | 42 | 2013 |
| Curl: Neural curve layers for global image enhancement S Moran, S McDonagh, G Slabaugh 2020 25th International Conference on Pattern Recognition (ICPR), 9796-9803, 2021 | 40 | 2021 |
| Attention u-net: Learning where to look for the pancreas O Ozan, S Jo, LF Loic, L Matthew, H Mattias, M Kazunari arXiv preprint arXiv:1804.03999, 2018 | 34 | 2018 |
| Computing CNN loss and gradients for pose estimation with Riemannian geometry B Hou, N Miolane, B Khanal, MCH Lee, A Alansary, S McDonagh, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 34 | 2018 |
| A multi-hypothesis approach to color constancy D Hernandez-Juarez, S Parisot, B Busam, A Leonardis, G Slabaugh, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 33 | 2020 |
Daniel RueckertTechnical University of Munich and Imperial College LondonVerified email at tum.de
