Yan Xu
Yan Xu
Professor of biological science and medical engineering, beihang university
Verified email at buaa.edu.cn
Title
Cited by
Cited by
Year
Deep learning of feature representation with multiple instance learning for medical image analysis
Y Xu, T Mo, Q Feng, P Zhong, M Lai, I Eric, C Chang
2014 IEEE international conference on acoustics, speech and signal …, 2014
3262014
Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features
Y Xu, Z Jia, LB Wang, Y Ai, F Zhang, M Lai, I Eric, C Chang
BMC bioinformatics 18 (1), 1-17, 2017
2232017
Weakly supervised histopathology cancer image segmentation and classification
Y Xu, JY Zhu, I Eric, C Chang, M Lai, Z Tu
Medical image analysis 18 (3), 591-604, 2014
1912014
Unsupervised object class discovery via saliency-guided multiple class learning
JY Zhu, J Wu, Y Xu, E Chang, Z Tu
IEEE transactions on pattern analysis and machine intelligence 37 (4), 862-875, 2014
1372014
Semantic content searching
I Eric, C Chang, MT Gillam, Y Xu, C Feied, J Handler
US Patent 8,380,719, 2013
1232013
Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge
M Veta, YJ Heng, N Stathonikos, BE Bejnordi, F Beca, T Wollmann, ...
Medical image analysis 54, 111-121, 2019
1112019
Constrained deep weak supervision for histopathology image segmentation
Z Jia, X Huang, I Eric, C Chang, Y Xu
IEEE transactions on medical imaging 36 (11), 2376-2388, 2017
1102017
Deep convolutional activation features for large scale brain tumor histopathology image classification and segmentation
Y Xu, Z Jia, Y Ai, F Zhang, M Lai, I Eric, C Chang
2015 IEEE international conference on acoustics, speech and signal …, 2015
1042015
Gland instance segmentation using deep multichannel neural networks
Y Xu, Y Li, Y Wang, M Liu, Y Fan, M Lai, I Eric, C Chang
IEEE Transactions on Biomedical Engineering 64 (12), 2901-2912, 2017
1012017
Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering
Y Xu, JY Zhu, E Chang, Z Tu
2012 IEEE Conference on Computer Vision and Pattern Recognition, 964-971, 2012
962012
Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries
Y Xu, K Hong, J Tsujii, EIC Chang
Journal of the American Medical Informatics Association 19 (5), 824-832, 2012
892012
Volumetric topological analysis: a novel approach for trabecular bone classification on the continuum between plates and rods
PK Saha, Y Xu, H Duan, A Heiner, G Liang
IEEE transactions on medical imaging 29 (11), 1821-1838, 2010
882010
Gland instance segmentation by deep multichannel side supervision
Y Xu, Y Li, M Liu, Y Wang, M Lai, I Eric, C Chang
International Conference on Medical Image Computing and Computer-Assisted …, 2016
872016
An end-to-end system to identify temporal relation in discharge summaries: 2012 i2b2 challenge
Y Xu, Y Wang, T Liu, J Tsujii, EIC Chang
Journal of the American Medical Informatics Association 20 (5), 849-858, 2013
672013
An improved algorithm for vessel centerline tracking in coronary angiograms
Y Xu, H Zhang, H Li, G Hu
Computer methods and programs in biomedicine 88 (2), 131-143, 2007
652007
Joint segmentation and named entity recognition using dual decomposition in Chinese discharge summaries
Y Xu, Y Wang, T Liu, J Liu, Y Fan, Y Qian, J Tsujii, EI Chang
Journal of the American Medical Informatics Association 21 (e1), e84-e92, 2014
602014
MRI cross-modality image-to-image translation
Q Yang, N Li, Z Zhao, X Fan, I Eric, C Chang, Y Xu
Scientific reports 10 (1), 1-18, 2020
54*2020
Unsupervised 3D end-to-end medical image registration with volume tweening network
S Zhao, T Lau, J Luo, I Eric, C Chang, Y Xu
IEEE journal of biomedical and health informatics 24 (5), 1394-1404, 2019
412019
Unsupervised learning for cell-level visual representation in histopathology images with generative adversarial networks
B Hu, Y Tang, I Eric, C Chang, Y Fan, M Lai, Y Xu
IEEE journal of biomedical and health informatics 23 (3), 1316-1328, 2018
412018
Recursive cascaded networks for unsupervised medical image registration
S Zhao, Y Dong, EI Chang, Y Xu
Proceedings of the IEEE International Conference on Computer Vision, 10600-10610, 2019
392019
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