| Segmentation and classification in digital pathology for glioma research: challenges and deep learning approaches T Kurc, S Bakas, X Ren, A Bagari, A Momeni, Y Huang, L Zhang, A Kumar, ... Frontiers in neuroscience 14, 27, 2020 | 72 | 2020 |
| Development of a tongue image-based machine learning tool for the diagnosis of gastric cancer: a prospective multicentre clinical cohort study L Yuan, L Yang, S Zhang, Z Xu, J Qin, Y Shi, P Yu, Y Wang, Z Bao, Y Xia, ... EClinicalMedicine 57, 2023 | 28 | 2023 |
| 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 | 28 | 2023 |
| 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 | 21 | 2022 |
| 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 | 19* | 2024 |
| Unsupervised large-scale social network alignment via cross network embedding Z Liang, Y Rong, C Li, Y Zhang, Y Huang, T Xu, X Ding, J Huang Proceedings of the 30th ACM International Conference on Information …, 2021 | 17 | 2021 |
| Hard class rectification for domain adaptation Y Zhang, C Jing, H Lin, C Chen, Y Huang, X Ding, Y Zou Knowledge-Based Systems 222, 107011, 2021 | 9 | 2021 |
| Generator versus segmentor: Pseudo-healthy synthesis Y Zhang, C Li, X Lin, L Sun, Y Zhuang, Y Huang, X Ding, X Liu, Y Yu Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 8 | 2021 |
| Harmonizing pathological and normal pixels for pseudo-healthy synthesis Y Zhang, X Lin, Y Zhuang, L Sun, Y Huang, X Ding, G Wang, L Yang, ... IEEE Transactions on Medical Imaging 41 (9), 2457-2468, 2022 | 6 | 2022 |
| 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 |
| Consistent posterior distributions under vessel-mixing: a regularization for cross-domain retinal artery/vein classification C Li, Y Zhang, Z Liang, W Ma, Y Huang, X Ding 2021 IEEE International Conference on Image Processing (ICIP), 61-65, 2021 | 5 | 2021 |
| Unsupervised anomaly segmentation using image-semantic cycle translation C Li, Y Zhang, J Li, Y Huang, X Ding arXiv preprint arXiv:2103.09094, 2021 | 4 | 2021 |
| Attention-challenging multiple instance learning for whole slide image classification Y Zhang, H Li, Y Sun, S Zheng, C Zhu, L Yang arXiv preprint arXiv:2311.07125, 2023 | 3 | 2023 |
| AFSC: Adaptive Fourier Space Compression for Anomaly Detection H Xu, Y Zhang, L Sun, C Li, Y Huang, X Ding arXiv preprint arXiv:2204.07963, 2022 | 3 | 2022 |
| Unleashing the Power of Prompt-driven Nucleus Instance Segmentation Z Shui, Y Zhang, K Yao, C Zhu, Y Sun, L Yang arXiv preprint arXiv:2311.15939, 2023 | 2 | 2023 |
| Long-MIL: scaling long contextual multiple instance learning for histopathology whole slide image analysis H Li, Y Zhang, C Zhu, J Cai, S Zheng, L Yang arXiv preprint arXiv:2311.12885, 2023 | 1 | 2023 |
| Masked conditional variational autoencoders for chromosome straightening J Li, S Zheng, Z Shui, S Zhang, L Yang, Y Sun, Y Zhang, H Li, Y Ye, ... IEEE Transactions on Medical Imaging, 2023 | 1 | 2023 |
| 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, X Lan, ... arXiv preprint arXiv:2401.16355, 2024 | | 2024 |
| Test-Time Training for Semantic Segmentation with Output Contrastive Loss Y Zhang, Y Sun, S Zheng, Z Shui, C Zhu, L Yang arXiv preprint arXiv:2311.07877, 2023 | | 2023 |
| Semi-supervised Cell Recognition under Point Supervision Z Shui, Y Zhao, S Zheng, Y Zhang, H Li, S Zhang, X Yu, C Zhu, L Yang arXiv preprint arXiv:2306.08240, 2023 | | 2023 |
Lin YangWestlake UniversityVerified email at westlake.edu.cn
