Lei Xiang
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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
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
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
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
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
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
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 23 (5), 2030-2038, 2018
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
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 38 (10), 2364-2374, 2019
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
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
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
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
Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation
DS Dong Nie, Li Wang, Lei Xiang, Sihang Zhou, Ehsan Adeli
AAAI, 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
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
Erratum to “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 39 (2), 543-543, 2020
Mammographic mass segmentation using multichannel and multiscale fully convolutional networks
S Xu, E Adeli, JZ Cheng, L Xiang, Y Li, SW Lee, D Shen
International Journal of Imaging Systems and Technology, 2020
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
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
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