| 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 | 348 | 2015 |
| 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 | 49 | 2014 |
| 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 | 48 | 2017 |
| 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 | 35 | 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 | 34 | 2015 |
| 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 | 27 | 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 | 14 | 2017 |
| 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 | 8 | 2018 |
| 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 | 6 | 2019 |
| 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 | 5 | 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 | 4 | 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 | 3 | 2018 |
| 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 | 3 | 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 | 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 |
Dinggang ShenJ. H. Distinguished Investigator; Professor of Radiology; Director, Center for Image Analysis andVerified email at med.unc.edu
