| 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 | 538 | 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 | 102 | 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 | 78 | 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 | 69 | 2018 |
| 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 | 65 | 2014 |
| 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 | 45 | 2015 |
| 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 | 34 | 2019 |
| 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 | 25 | 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 | 20 | 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 | 17 | 2017 |
| 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 | 16 | 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 | 9 | 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 | 7* | 2019 |
| 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 | 7 | 2018 |
| Task decomposition and synchronization for semantic biomedical image segmentation X Ren, S Ahmad, L Zhang, L Xiang, D Nie, F Yang, Q Wang, D Shen IEEE Transactions on Image Processing 29, 7497-7510, 2020 | 3 | 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 | 2 | 2019 |
| 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 30 (4), 1095-1107, 2020 | 1 | 2020 |
| Noise-Aware Standard-Dose PET Reconstruction Using General and Adaptive Robust Loss L Xiang, L Wang, E Gong, G Zaharchuk, T Zhang International Workshop on Machine Learning in Medical Imaging, 654-662, 2020 | 1 | 2020 |
| 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 | 1 | 2018 |
| Erratum: Deep Learning Based Multi-Modal Fusion for Fast MR Reconstruction (IEEE Trans. Biomed. Eng.(2018) 66: 7 (2105-2114 L Xiang, Y Chen, WT Chang, Y Zhan, W Lin, Q Wang, D Shen IEEE Transactions on Biomedical Engineering 67 (9), 2705, 2020 | | 2020 |
Dinggang ShenProfessor and Dean, School of BME, ShanghaiTech University; Co-CEO, United Imaging IntelligenceVerified email at shanghaitech.edu.cn
