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Wellcome EPSRC Centre for Interventional and Surgical Sciences
Wellcome EPSRC Centre for Interventional and Surgical Sciences
Other namesWEISS UCL
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
17792018
Interactive medical image segmentation using deep learning with image-specific fine tuning
G Wang, W Li, MA Zuluaga, R Pratt, PA Patel, M Aertsen, T Doel, ...
IEEE transactions on medical imaging 37 (7), 1562-1573, 2018
8202018
NiftyNet: a deep-learning platform for medical imaging
E Gibson, W Li, C Sudre, L Fidon, DI Shakir, G Wang, Z Eaton-Rosen, ...
Computer methods and programs in biomedicine 158, 113-122, 2018
6662018
Automatic multi-organ segmentation on abdominal CT with dense V-networks
E Gibson, F Giganti, Y Hu, E Bonmati, S Bandula, K Gurusamy, ...
IEEE transactions on medical imaging 37 (8), 1822-1834, 2018
6582018
Automatic brain tumor segmentation using cascaded anisotropic convolutional neural networks
G Wang, W Li, S Ourselin, T Vercauteren
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
6162018
All-organic superhydrophobic coatings with mechanochemical robustness and liquid impalement resistance
C Peng, Z Chen, MK Tiwari
Nature materials 17 (4), 355-360, 2018
6102018
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks
G Wang, W Li, M Aertsen, J Deprest, S Ourselin, T Vercauteren
Neurocomputing 338, 34-45, 2019
5272019
TorchIO: a Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning
F Pérez-García, R Sparks, S Ourselin
Computer Methods and Programs in Biomedicine 208, 106236, 2021
4282021
DeepIGeoS: a deep interactive geodesic framework for medical image segmentation
G Wang, MA Zuluaga, W Li, R Pratt, PA Patel, M Aertsen, T Doel, ...
IEEE transactions on pattern analysis and machine intelligence 41 (7), 1559-1572, 2018
4152018
Weakly-supervised convolutional neural networks for multimodal image registration
Y Hu, M Modat, E Gibson, W Li, N Ghavami, E Bonmati, G Wang, ...
Medical image analysis 49, 1-13, 2018
4082018
Automatic brain tumor segmentation based on cascaded convolutional neural networks with uncertainty estimation
G Wang, W Li, S Ourselin, T Vercauteren
Frontiers in computational neuroscience 13, 56, 2019
2182019
An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI
M Ebner, G Wang, W Li, M Aertsen, PA Patel, R Aughwane, A Melbourne, ...
NeuroImage 206, 116324, 2020
2142020
Toward a common framework and database of materials for soft robotics
L Marechal, P Balland, L Lindenroth, F Petrou, C Kontovounisios, F Bello
Soft robotics 8 (3), 284-297, 2021
2032021
Surgical data science–from concepts toward clinical translation
L Maier-Hein, M Eisenmann, D Sarikaya, K März, T Collins, A Malpani, ...
Medical image analysis 76, 102306, 2022
1802022
Generalised wasserstein dice score for imbalanced multi-class segmentation using holistic convolutional networks
L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
1792018
Artificial intelligence and computer-aided diagnosis in colonoscopy: current evidence and future directions
OF Ahmad, AS Soares, E Mazomenos, P Brandao, R Vega, E Seward, ...
The lancet Gastroenterology & hepatology 4 (1), 71-80, 2019
1782019
Label-driven weakly-supervised learning for multimodal deformable image registration
Y Hu, M Modat, E Gibson, N Ghavami, E Bonmati, CM Moore, M Emberton, ...
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
1732018
Advances in retinal prosthesis systems
E Bloch, Y Luo, L da Cruz
Therapeutic advances in ophthalmology 11, 2515841418817501, 2019
1722019
Automatic brain tumor segmentation using convolutional neural networks with test-time augmentation
G Wang, W Li, S Ourselin, T Vercauteren
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
1692019
Toolnet: holistically-nested real-time segmentation of robotic surgical tools
LC Garcia-Peraza-Herrera, W Li, L Fidon, C Gruijthuijsen, A Devreker, ...
2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017
1542017
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