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Guotai Wang
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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
11382018
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
5902018
NiftyNet: A deep-learning platform for medical imaging
E Gibson, W Li, C Sudre, L Fidon, D Shakir, G Wang, Z Eaton-Rosen, ...
Computer Methods and Programs in Biomedicine 158, 113-122, 2018
5462018
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
4472018
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
3002019
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task
W Li, G Wang, L Fidon, S Ourselin, MJ Cardoso, T Vercauteren
International Conference on Information Processing in Medical Imaging, 348-360, 2017
2962017
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 …, 2019
2892019
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
2812018
A Noise-Robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions From CT Images
G Wang, X Liu, C Li, Z Xu, J Ruan, H Zhu, T Meng, K Li, N Huang, ...
IEEE Transactions on Medical Imaging 39 (8), 2653-2663, 2020
2472020
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, 2019
1442019
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation
R Gu, G Wang, T Song, R Huang, M Aertsen, J Deprest, S Ourselin, ...
IEEE Transactions on Medical Imaging 40 (2), 699-711, 2020
1422020
Semi-supervised medical image segmentation through dual-task consistency
X Luo, J Chen, T Song, G Wang
AAAI Conference on Artificial Intelligence, 8801-8809, 2021
1252021
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
1132020
Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation
G Wang, W Li, S Ourselin, T Vercauteren
International MICCAI Brainlesion Workshop, 61-72, 2018
1012018
Efficient Semi-supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency
X Luo, W Liao, J Chen, T Song, Y Chen, S Zhang, N Chen, G Wang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2021
622021
Slic-Seg: A Minimally Interactive Segmentation of the Placenta from Sparse and Motion-Corrupted Fetal MRI in Multiple Views
G Wang, MA Zuluaga, R Pratt, M Aertsen, T Doel, M Klusmann, AL David, ...
Medical Image Analysis 34, 137-147, 2016
622016
An artificial intelligence framework for automatic segmentation and volumetry of vestibular schwannomas from contrast-enhanced T1-weighted and high-resolution T2-weighted MRI
J Shapey, G Wang, R Dorent, A Dimitriadis, W Li, I Paddick, N Kitchen, ...
Journal of neurosurgery 134 (1), 171-179, 2019
482019
Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss
G Wang, J Shapey, W Li, R Dorent, A Demitriadis, S Bisdas, I Paddick, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
462019
A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning
G Wang, S Zhang, H Xie, DN Metaxas, L Gu
Medical image analysis 19 (1), 176-186, 2015
462015
An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI
M Ebner, G Wang, W Li, M Aertsen, PA Patel, R Aughwane, A Melbourne, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
452018
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