Follow
Steven McDonagh
Steven McDonagh
Postdoctoral researcher, Imperial College London
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
19322018
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
10172018
Ensembles of multiple models and architectures for robust brain tumour segmentation
K Kamnitsas, W Bai, E Ferrante, S McDonagh, M Sinclair, N Pawlowski, ...
International MICCAI brainlesion workshop, 450-462, 2017
4222017
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
1141804
Attention u-net: Learning where to look for the pancreas. arXiv
O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ...
arXiv preprint arXiv:1804.03999, 2018
1112018
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
602020
Unsupervised lesion detection in brain CT using bayesian convolutional autoencoders
N Pawlowski, MCH Lee, M Rajchl, S McDonagh, E Ferrante, K Kamnitsas, ...
602018
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
542015
Adaptive polynomial rendering
B Moon, S McDonagh, K Mitchell, M Gross
ACM Transactions on Graphics (TOG) 35 (4), 1-10, 2016
532016
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
492018
Predicting slice-to-volume transformation in presence of arbitrary subject motion
B Hou, A Alansary, S McDonagh, A Davidson, M Rutherford, JV Hajnal, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
472017
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
412022
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
392013
Automatic view planning with multi-scale deep reinforcement learning agents
A Alansary, LL Folgoc, G Vaillant, O Oktay, Y Li, W Bai, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
342018
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
332017
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
302017
Using 3D information for classification of non-melanoma skin lesions
S McDonagh, RB Fisher, J Rees
Proc. Medical Image Understanding and Analysis, 2008
252008
Computing CNN loss and gradients for pose estimation with Riemannian geometry
B Hou, N Miolane, B Khanal, MCH Lee, A Alansary, S McDonagh, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
242018
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
212020
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
202021
The system can't perform the operation now. Try again later.
Articles 1–20