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Wenjia Bai (柏文佳)
Wenjia Bai (柏文佳)
Senior Lecturer (Associate Professor), Imperial College London
在 imperial.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
21562018
Anatomically constrained neural networks (ACNN): Application to cardiac image enhancement and segmentation
O Oktay, E Ferrante, K Kamnitsas, M Heinrich, W Bai, J Caballero, S Cook, ...
IEEE Transactions on Medical Imaging 37 (2), 384-395, 2018
8502018
Deep learning for cardiac image segmentation: A review
C Chen, C Qin, H Qiu, G Tarroni, J Duan, W Bai, D Rueckert
Frontiers in Cardiovascular Medicine, 2020
8332020
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl, G Vaillant, AM Lee, ...
Journal of Cardiovascular Magnetic Resonance 20 (65), 2018
7402018
Ensembles of multiple models and architectures for robust brain tumour segmentation
K Kamnitsas, W Bai, E Ferrante, S McDonagh, M Sinclair, N Pawlowski, ...
MICCAI Brainlesion Workshop, 450-462, 2017
5952017
Semi-supervised learning for network-based cardiac MR image segmentation
W Bai, O Oktay, M Sinclair, H Suzuki, M Rajchl, G Tarroni, B Glocker, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
5152017
DeepCut: Object segmentation from bounding box annotations using convolutional neural networks
M Rajchl, MCH Lee, O Oktay, K Kamnitsas, J Passerat-Palmbach, W Bai, ...
IEEE Transactions on Medical Imaging 36 (2), 674-683, 2017
4872017
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
Z Xiong, Q Xia, Z Hu, N Huang, C Bian, Y Zheng, S Vesal, N Ravikumar, ...
Medical Image Analysis, 101832, 2020
3452020
Cardiac image super-resolution with global correspondence using multi-atlas patchmatch
W Shi, J Caballero, C Ledig, X Zhuang, W Bai, K Bhatia, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2013
3132013
Multi-input cardiac image super-resolution using convolutional neural networks
O Oktay, W Bai, M Lee, R Guerrero, K Kamnitsas, J Caballero, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
2902016
Right ventricle segmentation from cardiac MRI: A collation study
C Petitjean, MA Zuluaga, W Bai, JN Dacher, D Grosgeorge, J Caudron, ...
Medical Image Analysis 19 (1), 187-202, 2014
2652014
A probabilistic patch-based label fusion model for multi-atlas segmentation with registration refinement: Application to cardiac MR images
W Bai, W Shi, DP O'Regan, T Tong, H Wang, S Jamil-Copley, NS Peters, ...
IEEE Transactions on Medical Imaging 32 (7), 1302-1315, 2013
2592013
Shared genetic pathways contribute to risk of hypertrophic and dilated cardiomyopathies with opposite directions of effect
R Tadros, C Francis, X Xu, A Vermeer, AR Harper, R Huurman, ...
Nature Genetics 53 (2), 128-134, 2021
2292021
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach
J Duan, G Bello, J Schlemper, W Bai, TJW Dawes, C Biffi, A de Marvao, ...
IEEE Transactions on Medical Imaging 38 (9), 2151-2164, 2019
2272019
Self-supervised learning for cardiac MR image segmentation by anatomical position prediction
W Bai, C Chen, G Tarroni, J Duan, F Guitton, SE Petersen, Y Guo, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
2252019
Joint learning of motion estimation and segmentation for cardiac MR image sequences
C Qin, W Bai, J Schlemper, SE Petersen, SK Piechnik, S Neubauer, ...
International Conference on Medical Image Computing and Computer Assisted …, 2018
1932018
Evaluation of current algorithms for segmentation of scar tissue from late gadolinium enhancement cardiovascular magnetic resonance of the left atrium: an open-access grand …
R Karim, RJ Housden, M Balasubramaniam, Z Chen, D Perry, A Uddin, ...
Journal of Cardiovascular Magnetic Resonance 15 (105), 1, 2013
1922013
Multi-atlas segmentation with augmented features for cardiac MR images
W Bai, W Shi, C Ledig, D Rueckert
Medical Image Analysis 19 (1), 98-109, 2014
1912014
Automated analysis of atrial late gadolinium enhancement imaging that correlates with endocardial voltage and clinical outcomes: A 2-center study
LC Malcolme-Lawes, C Juli, R Karim, W Bai, R Quest, PB Lim, ...
Heart Rhythm 10 (8), 1184-1191, 2013
1902013
Fully automated, quality-controlled cardiac analysis from CMR: Validation and large-scale application to characterize cardiac function
B Ruijsink, E Puyol-Antón, I Oksuz, M Sinclair, W Bai, JA Schnabel, ...
JACC: Cardiovascular Imaging, 2019
1882019
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