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
2952014
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
1722017
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
1682014
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
1272014
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
952015
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
872012
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
862017
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
862012
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
842010
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
832017
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
822019
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
762016
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
642013
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
642007
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
552014
Context-constrained multiple instance learning for histopathology image segmentation
Y Xu, J Zhang, I Eric, C Chang, M Lai, Z Tu
International Conference on Medical Image Computing and Computer-Assisted …, 2012
382012
Quantification of coronary arterial stenoses in CTA using fuzzy distance transform
Y Xu, G Liang, G Hu, Y Yang, J Geng, PK Saha
Computerized Medical Imaging and Graphics 36 (1), 11-24, 2012
372012
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
33*2020
Named entity recognition of follow-up and time information in 20 000 radiology reports
Y Xu, J Tsujii, EIC Chang
Journal of the American Medical Informatics Association 19 (5), 792-799, 2012
312012
Sleep stage classification based on multi-level feature learning and recurrent neural networks via wearable device
X Zhang, W Kou, I Eric, C Chang, H Gao, Y Fan, Y Xu
Computers in biology and medicine 103, 71-81, 2018
282018
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