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Lei ZHANG
Lei ZHANG
Professor of Computer Science, Sichuan University
Verified email at scu.edu.cn
Title
Cited by
Cited by
Year
Automated diagnosis of breast ultrasonography images using deep neural networks
X Qi, L Zhang, Y Chen, Y Pi, Y Chen, Q Lv, Z Yi
Medical image analysis 52, 185-198, 2019
1962019
Multi-level deep supervised networks for retinal vessel segmentation
J Mo, L Zhang
International journal of computer assisted radiology and surgery 12, 2181-2193, 2017
1952017
Scalable sparse subspace clustering
X Peng, L Zhang, Z Yi
Proceedings of the IEEE conference on computer vision and pattern …, 2013
1762013
A unified framework for representation-based subspace clustering of out-of-sample and large-scale data
X Peng, H Tang, L Zhang, Z Yi, S Xiao
IEEE transactions on neural networks and learning systems 27 (12), 2499-2512, 2015
1482015
Automated retinopathy of prematurity screening using deep neural networks
J Wang, R Ju, Y Chen, L Zhang, J Hu, Y Wu, W Dong, J Zhong, Z Yi
EBioMedicine 35, 361-368, 2018
1432018
Exudate-based diabetic macular edema recognition in retinal images using cascaded deep residual networks
J Mo, L Zhang, Y Feng
Neurocomputing 290, 161-171, 2018
1222018
Collaborative neighbor representation based classification using l2-minimization approach
J Waqas, Z Yi, L Zhang
Pattern Recognition Letters 34 (2), 201-208, 2013
1102013
Deep neural networks with region-based pooling structures for mammographic image classification
X Shu, L Zhang, Z Wang, Q Lv, Z Yi
IEEE transactions on medical imaging 39 (6), 2246-2255, 2020
1092020
Learning locality-constrained collaborative representation for robust face recognition
X Peng, L Zhang, Z Yi, KK Tan
Pattern Recognition 47 (9), 2794-2806, 2014
1052014
Multiperiodicity and attractivity of delayed recurrent neural networks with unsaturating piecewise linear transfer functions
L Zhang, Z Yi, J Yu
IEEE Transactions on Neural Networks 19 (1), 158-167, 2008
1032008
Detecting suicidal ideation in Chinese microblogs with psychological lexicons
X Huang, L Zhang, D Chiu, T Liu, X Li, T Zhu
2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 …, 2014
992014
Trajectory predictor by using recurrent neural networks in visual tracking
L Wang, L Zhang, Z Yi
IEEE transactions on cybernetics 47 (10), 3172-3183, 2017
982017
Using linguistic features to estimate suicide probability of Chinese microblog users
L Zhang, X Huang, T Liu, A Li, Z Chen, T Zhu
Human Centered Computing: First International Conference, HCC 2014, Phnom …, 2015
982015
Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks
L Wang, L Zhang, M Zhu, X Qi, Z Yi
Medical image analysis 61, 101665, 2020
942020
MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks
X Xu, C Wang, J Guo, Y Gan, J Wang, H Bai, L Zhang, W Li, Z Yi
Medical Image Analysis 65, 101772, 2020
852020
RETRACTED ARTICLE: Improved Deep Learning Network Based in combination with Cost-sensitive Learning for Early Detection of Ovarian Cancer in Color Ultrasound Detecting System
L Zhang, J Huang, L Liu
Journal of medical systems 43 (8), 251, 2019
772019
Deep manifold preserving autoencoder for classifying breast cancer histopathological images
Y Feng, L Zhang, J Mo
IEEE/ACM transactions on computational biology and bioinformatics 17 (1), 91-101, 2018
772018
Breast cancer cell nuclei classification in histopathology images using deep neural networks
Y Feng, L Zhang, Z Yi
International journal of computer assisted radiology and surgery 13, 179-191, 2018
722018
Activity invariant sets and exponentially stable attractors of linear threshold discrete-time recurrent neural networks
L Zhang, Z Yi, SL Zhang, PA Heng
IEEE Transactions on Automatic Control 54 (6), 1341-1347, 2009
712009
Predicting movie box-office revenues using deep neural networks
Y Zhou, L Zhang, Z Yi
Neural Computing and Applications 31, 1855-1865, 2019
672019
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