Wenqi Li
Wenqi Li
Verified email at nvidia.com - Homepage
TitleCited byYear
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations
CH Sudre, W Li, T Vercauteren, S Ourselin, MJ Cardoso
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017
2142017
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
1522018
Automatic brain tumor segmentation using cascaded anisotropic convolutional neural networks
G Wang, W Li, S Ourselin, T Vercauteren
International MICCAI Brainlesion Workshop, 178-190, 2017
1212017
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, 2018
1112018
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
1022018
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
952017
An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens
S Manivannan, W Li, S Akbar, R Wang, J Zhang, SJ McKenna
Pattern Recognition 51, 12-26, 2016
582016
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
492018
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, ...
International MICCAI Brainlesion Workshop, 64-76, 2017
442017
HEp-2 cell classification using multi-resolution local patterns and ensemble SVMs
S Manivannan, W Li, S Akbar, R Wang, J Zhang, SJ McKenna
2014 1st Workshop on Pattern Recognition Techniques for Indirect …, 2014
442014
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
432018
Real-Time Segmentation of Non-rigid Surgical Tools Based on Deep Learning and Tracking
LC García-Peraza-Herrera, W Li, C Gruijthuijsen, A Devreker, G Attilakos, ...
International Workshop on Computer-Assisted and Robotic Endoscopy, 84-95, 2016
332016
ToolNet: Holistically-nested real-time segmentation of robotic surgical tools
LC García-Peraza-Herrera, W Li, L Fidon, C Gruijthuijsen, A Devreker, ...
2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017
312017
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks
W Li, S Manivannan, S Akbar, J Zhang, E Trucco, SJ McKenna
ISBI, 2016
312016
Scalable multimodal convolutional networks for brain tumour segmentation
L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
242017
Hep-2 specimen classification using multi-resolution local patterns and SVM
S Manivannan, W Li, S Akbar, R Wang, J Zhang, SJ McKenna
2014 1st Workshop on Pattern Recognition Techniques for Indirect …, 2014
192014
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
162018
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
152019
Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features
S Manivannan, W Li, J Zhang, E Trucco, SJ McKenna
IEEE transactions on medical imaging 37 (1), 210-221, 2018
152018
Multiple Instance Cancer Detection by Boosting Regularised Trees.
W Li, J Zhang, SJ McKenna
MICCAI (1), 645-652, 2015
152015
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