| Task-specific fine-tuning via variational information bottleneck for weakly-supervised pathology whole slide image classification H Li, C Zhu, Y Zhang, Y Sun, Z Shui, W Kuang, S Zheng, L Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 71 | 2023 |
| Pathasst: A generative foundation ai assistant towards artificial general intelligence of pathology Y Sun, C Zhu, S Zheng, K Zhang, L Sun, Z Shui, Y Zhang, H Li, L Yang Proceedings of the AAAI Conference on Artificial Intelligence 38 (5), 5034-5042, 2024 | 53* | 2024 |
| Benchmarking the robustness of deep neural networks to common corruptions in digital pathology Y Zhang, Y Sun, H Li, S Zheng, C Zhu, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 32 | 2022 |
| Attention-challenging multiple instance learning for whole slide image classification Y Zhang, H Li, Y Sun, S Zheng, C Zhu, L Yang European Conference on Computer Vision, 125-143, 2024 | 20 | 2024 |
| Cascaded residual U-net for fully automatic segmentation of 3D carotid artery in high-resolution multi-contrast MR images C Zhu, X Wang, Z Teng, S Chen, X Huang, M Xia, L Mao, C Bai Physics in Medicine & Biology 66 (4), 045033, 2021 | 13 | 2021 |
| End-to-end cell recognition by point annotation Z Shui, S Zhang, C Zhu, B Wang, P Chen, S Zheng, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 12 | 2022 |
| Generalizing nucleus recognition model in multi-source ki67 immunohistochemistry stained images via domain-specific pruning J Cai, C Zhu, C Cui, H Li, T Wu, S Zhang, L Yang Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 9 | 2021 |
| Exploring Unsupervised Cell Recognition with Prior Self-activation Maps P Chen, C Zhu, Z Shui, J Cai, S Zheng, S Zhang, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 8* | 2023 |
| MI-Gen: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images P Chen, H Li, C Zhu, S Zheng, L Yang arXiv preprint arXiv:2311.16480, 2023 | 7 | 2023 |
| Wsi-vqa: Interpreting whole slide images by generative visual question answering P Chen, C Zhu, S Zheng, H Li, L Yang European Conference on Computer Vision, 401-417, 2024 | 6 | 2024 |
| Pathmmu: A massive multimodal expert-level benchmark for understanding and reasoning in pathology Y Sun, H Wu, C Zhu, S Zheng, Q Chen, K Zhang, Y Zhang, D Wan, X Lan, ... European Conference on Computer Vision, 56-73, 2024 | 6 | 2024 |
| Automatic and accurate segmentation of peripherally inserted central catheter (PICC) from chest X-rays using multi-stage attention-guided learning X Wang, L Wang, Y Sheng, C Zhu, N Jiang, C Bai, M Xia, Z Shao, Z Gu, ... Neurocomputing 482, 82-97, 2022 | 6 | 2022 |
| Weakly supervised learning for cell recognition in immunohistochemical cytoplasm staining images S Zhang, C Zhu, H Li, J Cai, L Yang 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 6 | 2022 |
| Unleashing the power of prompt-driven nucleus instance segmentation Z Shui, Y Zhang, K Yao, C Zhu, S Zheng, J Li, H Li, Y Sun, R Guo, L Yang European Conference on Computer Vision, 288-304, 2024 | 5 | 2024 |
| Gradient-aware learning for joint biases: Label noise and class imbalance S Zhang, C Zhu, H Li, J Cai, L Yang Neural Networks 171, 374-382, 2024 | 5 | 2024 |
| Chrsnet: Chromosome straightening using self-attention guided networks S Zheng, J Li, Z Shui, C Zhu, Y Zhang, P Chen, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 5 | 2022 |
| Pathgen-1.6 m: 1.6 million pathology image-text pairs generation through multi-agent collaboration Y Sun, Y Zhang, Y Si, C Zhu, Z Shui, K Zhang, J Li, X Lyu, T Lin, L Yang arXiv preprint arXiv:2407.00203, 2024 | 4 | 2024 |
| Complex carotid artery segmentation in multi-contrast MR sequences by improved optimal surface graph cuts based on flow line learning C Zhu, X Wang, S Chen, Z Teng, C Bai, X Huang, M Xia, Z Shao, Z Gu, ... Medical & Biological Engineering & Computing 60 (9), 2693-2706, 2022 | 4 | 2022 |
| Automatic centerline extraction of cerebrovascular in 4D CTA based on tubular features C Zhu, X Wang, S Chen, M Xia, Y Huang, X Pan Physics in Medicine & Biology 63 (12), 125014, 2018 | 4 | 2018 |
| Wsicaption: Multiple instance generation of pathology reports for gigapixel whole-slide images P Chen, H Li, C Zhu, S Zheng, Z Shui, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 3 | 2024 |