| Abdomenct-1k: Is abdominal organ segmentation a solved problem? J Ma, Y Zhang, S Gu, C Zhu, C Ge, Y Zhang, X An, C Wang, Q Wang, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (10), 6695 …, 2021 | 416 | 2021 |
| Learning with limited annotations: a survey on deep semi-supervised learning for medical image segmentation R Jiao*, Y Zhang*, L Ding, B Xue, J Zhang, R Cai, C Jin Computers in Biology and Medicine 169, 107840, 2024 | 196 | 2024 |
| Mamba-unet: Unet-like pure visual mamba for medical image segmentation Z Wang, JQ Zheng, Y Zhang, G Cui, L Li arXiv preprint arXiv:2402.05079, 2024 | 146 | 2024 |
| Segment anything model for medical image segmentation: Current applications and future directions Y Zhang, Z Shen, R Jiao Computers in Biology and Medicine, 108238, 2024 | 109 | 2024 |
| Bridging 2D and 3D segmentation networks for computation-efficient volumetric medical image segmentation: An empirical study of 2.5 D solutions Y Zhang, Q Liao, L Ding, J Zhang Computerized Medical Imaging and Graphics 99, 102088, 2022 | 80 | 2022 |
| Uncertainty-guided mutual consistency learning for semi-supervised medical image segmentation Y Zhang, R Jiao, Q Liao, D Li, J Zhang Artificial Intelligence in Medicine 138, 102476, 2023 | 65 | 2023 |
| Dual-task mutual learning for semi-supervised medical image segmentation Y Zhang, J Zhang Pattern Recognition and Computer Vision: 4th Chinese Conference, PRCV 2021 …, 2021 | 52 | 2021 |
| Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge A Lalande, Z Chen, T Pommier, T Decourselle, A Qayyum, M Salomon, ... Medical Image Analysis 79, 102428, 2022 | 48 | 2022 |
| Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation Y Zhang, Q Liao, L Yuan, H Zhu, J Xing, J Zhang IEEE Journal of Biomedical and Health Informatics 25 (11), 4152-4162, 2021 | 42 | 2021 |
| SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention Y Zhang, L Yuan, Y Wang, J Zhang International Conference on Medical Imaging with Deep Learning, 903-913, 2020 | 37 | 2020 |
| How Segment Anything Model (SAM) Boost Medical Image Segmentation? Y Zhang, R Jiao arXiv preprint arXiv:2305.03678, 2023 | 35* | 2023 |
| Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI Y Zhang MICCAI Workshop on Statistical Atlases and Computational Models of the Heart …, 2020 | 33 | 2020 |
| Segment anything model with uncertainty rectification for auto-prompting medical image segmentation Y Zhang, S Hu, C Jiang, Y Cheng, Y Qi arXiv preprint arXiv:2311.10529, 2023 | 21 | 2023 |
| SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization Y Zhang, J Yang, Y Liu, Y Cheng, Y Qi 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2024 | 18* | 2024 |
| D-net: Dynamic large kernel with dynamic feature fusion for volumetric medical image segmentation J Yang, P Qiu, Y Zhang, DS Marcus, A Sotiras arXiv preprint arXiv:2403.10674, 2024 | 14 | 2024 |
| Competitive ensembling teacher-student framework for semi-supervised left atrium MRI segmentation Y Shi, Y Zhang, S Wang 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | 7 | 2023 |
| Unleashing the potential of sam2 for biomedical images and videos: A survey Y Zhang, Z Shen arXiv preprint arXiv:2408.12889, 2024 | 5 | 2024 |
| Surveying attitudinal alignment between large language models vs. humans towards 17 sustainable development goals Q Wu, Y Xu, T Xiao, Y Xiao, Y Li, T Wang, Y Zhang, S Zhong, Y Zhang, ... arXiv preprint arXiv:2404.13885, 2024 | 3 | 2024 |
| DDASR: Domain-Distance Adapted Super-Resolution Reconstruction of MR Brain Images S Cong, K Cui, Y Yang, Y Zhou, X Wang, H Luo, Y Zhang, X Yao IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2024 | 2 | 2024 |
| Beyond pixel-wise supervision for medical image segmentation: From traditional models to foundation models Y Shi, J Ma, J Yang, S Wang, Y Zhang arXiv preprint arXiv:2404.13239, 2024 | 2 | 2024 |
Yuan ChengProfessorPatvirtintas el. paštas fudan.edu.cn