Lei Xiang
TitleCited byYear
Stacked sparse autoencoder (SSAE) for nuclei detection on breast cancer histopathology images
J Xu, L Xiang, Q Liu, H Gilmore, J Wu, J Tang, A Madabhushi
IEEE transactions on medical imaging 35 (1), 119-130, 2015
3482015
Stacked Sparse Autoencoder (SSAE) based framework for nuclei patch classification on breast cancer histopathology
J Xu, L Xiang, R Hang, J Wu
2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 999-1002, 2014
492014
Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI
L Xiang, Y Qiao, D Nie, L An, W Lin, Q Wang, D Shen
Neurocomputing 267, 406-416, 2017
482017
Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image
L Xiang, Q Wang, D Nie, L Zhang, X Jin, Y Qiao, D Shen
Medical image analysis 47, 31-44, 2018
352018
Sparse Non-negative Matrix Factorization (SNMF) based color unmixing for breast histopathological image analysis
J Xu, L Xiang, G Wang, S Ganesan, M Feldman, NNC Shih, H Gilmore, ...
Computerized Medical Imaging and Graphics 46, 20-29, 2015
342015
Interleaved 3D‐CNN s for joint segmentation of small‐volume structures in head and neck CT images
X Ren, L Xiang, D Nie, Y Shao, H Zhang, D Shen, Q Wang
Medical physics 45 (5), 2063-2075, 2018
272018
Brain atlas fusion from high-thickness diagnostic magnetic resonance images by learning-based super-resolution
J Zhang, L Zhang, L Xiang, Y Shao, G Wu, X Zhou, D Shen, Q Wang
Pattern recognition 63, 531-541, 2017
142017
Regression convolutional neural network for automated pediatric bone age assessment from hand radiograph
X Ren, T Li, X Yang, S Wang, S Ahmad, L Xiang, SR Stone, L Li, Y Zhan, ...
IEEE journal of biomedical and health informatics, 2018
82018
Deep Learning for Fast and Spatially-Constrained Tissue Quantification from Highly-Accelerated Data in Magnetic Resonance Fingerprinting
Z Fang, Y Chen, M Liu, L Xiang, Q Zhang, Q Wang, W Lin, D Shen
IEEE transactions on medical imaging, 2019
62019
Deep Learning Based Multi-Modal Fusion for Fast MR Reconstruction
DS Lei Xiang, Yong Chen, Weitang Chang, Yiqiang Zhan, Weili Lin, Qian Wang∗
IEEE Transactions on Biomedical Engineering, 2018
52018
Dual-domain cascaded regression for synthesizing 7T from 3T MRI
Y Zhang, JZ Cheng, L Xiang, PT Yap, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2018
42018
Unpaired deep cross-modality synthesis with fast training
L Xiang, Y Li, W Lin, Q Wang, D Shen
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
32018
Ultra-fast t2-weighted MR reconstruction using complementary t1-weighted information
L Xiang, Y Chen, W Chang, Y Zhan, W Lin, Q Wang, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2018
32018
Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation
DS Dong Nie, Li Wang, Lei Xiang, Sihang Zhou, Ehsan Adeli
AAAI, 2019
1*2019
Dual Adversarial Learning with Attention Mechanism for Fine-grained Medical Image Synthesis
D Nie, L Xiang, Q Wang, D Shen
arXiv preprint arXiv:1907.03297, 2019
2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation
X Ren, L Zhang, S Ahmad, D Nie, F Yang, L Xiang, Q Wang, D Shen
arXiv preprint arXiv:1905.08720, 2019
2019
Reconstruction in deep learning of highly under-sampled T2-weighted image with T1-weighted image
L Xiang, W Chang, Y Chen, W Lin, Q Wang, D Shen
Proceedings of the International Society for Magnetic Resonance in Medicine …, 2018
2018
Reconstruction in deep learning of highly under-sampled T2-weighted image with T1-weighted image
DS Lei Xiang, Weitang Chang, Yong Chen, Weili Lin, Qian Wang
Proceedings of the 26th Annual Meeting of ISMRM, Paris, 2018, 2018
2018
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Articles 1–18