| MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning X Luo, G Wang, T Song, J Zhang, M Aertsen, J Deprest, S Ourselin, ... Medical image analysis 72, 102102, 2021 | 113 | 2021 |
| 3dsam-adapter: Holistic adaptation of sam from 2d to 3d for promptable medical image segmentation S Gong, Y Zhong, W Ma, J Li, Z Wang, J Zhang, PA Heng, Q Dou arXiv e-prints, arXiv: 2306.13465, 2023 | 93 | 2023 |
| Automatic detection of coronary artery stenosis by convolutional neural network with temporal constraint W Wu, J Zhang, H Xie, Y Zhao, S Zhang, L Gu Computers in biology and medicine 118, 103657, 2020 | 66 | 2020 |
| Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures R Gu*, J Zhang*, G Wang, W Lei, T Song, X Zhang, K Li, S Zhang IEEE Transactions on Medical Imaging, 2022 | 44 | 2022 |
| Weakly supervised vessel segmentation in X-ray angiograms by self-paced learning from noisy labels with suggestive annotation J Zhang, G Wang, H Xie, S Zhang, N Huang, S Zhang, L Gu Neurocomputing 417, 114-127, 2020 | 40 | 2020 |
| Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation R Gu*, J Zhang*, R Huang, W Lei, G Wang, S Zhang International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 35 | 2021 |
| A novel active learning framework for classification: Using weighted rank aggregation to achieve multiple query criteria Y Zhao, Z Shi, J Zhang, D Chen, L Gu Pattern Recognition 93, 581-602, 2019 | 31 | 2019 |
| CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation R Gu, G Wang, J Lu, J Zhang, W Lei, Y Chen, W Liao, S Zhang, K Li, ... Medical Image Analysis 89, 102904, 2023 | 30 | 2023 |
| Progressive deep segmentation of coronary artery via hierarchical topology learning X Zhang, J Zhang, L Ma, P Xue, Y Hu, D Wu, Y Zhan, J Feng, D Shen International conference on medical image computing and computer-assisted …, 2022 | 25 | 2022 |
| Comprehensive importance-based selective regularization for continual segmentation across multiple sites J Zhang, R Gu, G Wang, L Gu Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 19 | 2021 |
| CAR-Net: A deep learning-based deformation model for 3D/2D coronary artery registration W Wu, J Zhang, W Peng, H Xie, S Zhang, L Gu IEEE Transactions on Medical Imaging 41 (10), 2715-2727, 2022 | 16 | 2022 |
| S3R: Shape and Semantics-based Selective Regularization for Explainable Continual Segmentation across Multiple Sites J Zhang, R Gu, P Xue, M Liu, H Zheng, Y Zheng, L Ma, G Wang, L Gu IEEE Transactions on Medical Imaging (Early Access), 2023 | 12 | 2023 |
| 3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation S Gong, Y Zhong, W Ma, J Li, Z Wang, J Zhang, PA Heng, Q Dou Medical Image Analysis 98, 103324, 2024 | 11 | 2024 |
| Mapping in cycles: dual-domain PET-CT synthesis framework with cycle-consistent constraints J Zhang, Z Cui, C Jiang, J Zhang, F Gao, D Shen International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 11 | 2022 |
| Vesselness-constrained robust PCA for vessel enhancement in x-ray coronary angiograms J Zhang, G Wang, H Xie, S Zhang, Z Shi, L Gu Physics in Medicine & Biology 63 (15), 155019, 2018 | 9 | 2018 |
| Learning towards synchronous network memorizability and generalizability for continual segmentation across multiple sites J Zhang, P Xue, R Gu, Y Gu, M Liu, Y Pan, Z Cui, J Huang, L Ma, D Shen International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 8 | 2022 |
| SS-CADA: A semi-supervised cross-anatomy domain adaptation for coronary artery segmentation J Zhang, R Gu, G Wang, H Xie, L Gu 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1227-1231, 2021 | 8 | 2021 |
| Minimization of annotation work: diagnosis of mammographic masses via active learning Y Zhao, J Zhang, H Xie, S Zhang, L Gu Physics in Medicine & Biology 63 (11), 115003, 2018 | 7 | 2018 |
| Structure-aware registration network for liver DCE-CT images P Xue*, J Zhang*, L Ma, M Liu, Y Gu, J Huang, F Liu, Y Pan, X Cao, ... IEEE Journal of Biomedical and Health Informatics, 2024 | 6 | 2024 |
| Vessel enhancement based on length-constrained hessian information Z Shi, H Xie, J Zhang, J Liu, L Gu 2018 24th international conference on pattern recognition (ICPR), 2869-2874, 2018 | 6 | 2018 |
Lixu GuProfessor of Shanghai jiaotong universityVerificeret mail på sjtu.edu.cn