Self-distillation from the last mini-batch for consistency regularization Y Shen, L Xu, Y Yang, Y Li, Y Guo Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 80 | 2022 |
Cd2-pfed: Cyclic distillation-guided channel decoupling for model personalization in federated learning Y Shen, Y Zhou, L Yu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 69 | 2022 |
Graph denoising diffusion for inverse protein folding K Yi, B Zhou, Y Shen, P Liò, Y Wang Advances in Neural Information Processing Systems 36, 2024 | 46 | 2024 |
Randstainna: Learning stain-agnostic features from histology slides by bridging stain augmentation and normalization Y Shen, Y Luo, D Shen, J Ke International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 46 | 2022 |
Sam-med3d H Wang, S Guo, J Ye, Z Deng, J Cheng, T Li, J Chen, Y Su, Z Huang, ... arXiv preprint arXiv:2310.15161 2, 2023 | 33* | 2023 |
Transnuseg: A lightweight multi-task transformer for nuclei segmentation Z He, M Unberath, J Ke, Y Shen International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 31 | 2023 |
ClusterSeg: A crowd cluster pinpointed nucleus segmentation framework with cross-modality datasets J Ke, Y Lu, Y Shen, J Zhu, Y Zhou, J Huang, J Yao, X Liang, Y Guo, Z Wei, ... Medical Image Analysis 85, 102758, 2023 | 30 | 2023 |
Style normalization in histology with federated learning J Ke, Y Shen, Y Lu 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 953-956, 2021 | 29 | 2021 |
A federated learning system for histopathology image analysis with an orchestral stain-normalization GAN Y Shen, A Sowmya, Y Luo, X Liang, D Shen, J Ke IEEE Transactions on Medical Imaging 42 (7), 1969-1981, 2022 | 28 | 2022 |
Contrastive learning based stain normalization across multiple tumor in histopathology J Ke, Y Shen, X Liang, D Shen Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 25 | 2021 |
A survey for foundation models in autonomous driving H Gao, Z Wang, Y Li, K Long, M Yang, Y Shen arXiv preprint arXiv:2402.01105, 2024 | 24 | 2024 |
A Deformable CRF Model for Histopathology Whole-slide Image Classification Y Shen, J Ke International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 23 | 2020 |
Identifying patch-level MSI from histological images of colorectal cancer by a knowledge distillation model J Ke, Y Shen, JD Wright, N Jing, X Liang, D Shen 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 20 | 2020 |
A deep learning-based quality assessment and segmentation system with a large-scale benchmark dataset for optical coherence tomographic angiography image Y Wang, Y Shen, M Yuan, J Xu, B Yang, C Liu, W Cai, W Cheng, W Wang arXiv preprint arXiv:2107.10476, 2021 | 19 | 2021 |
CA2.5-Net Nuclei Segmentation Framework with a Microscopy Cell Benchmark Collection J Huang, Y Shen, D Shen, J Ke Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 18 | 2021 |
Swin transformer improves the IDH mutation status prediction of gliomas free of MRI-based tumor segmentation J Wu, Q Xu, Y Shen, W Chen, K Xu, XR Qi Journal of Clinical Medicine 11 (15), 4625, 2022 | 17 | 2022 |
Quantitative analysis of abnormalities in gynecologic cytopathology with deep learning J Ke, Y Shen, Y Lu, J Deng, JD Wright, Y Zhang, Q Huang, D Wang, ... Laboratory Investigation 101 (4), 513-524, 2021 | 17 | 2021 |
Sampling based tumor recognition in whole-slide histology image with deep learning approaches Y Shen, J Ke IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (4 …, 2021 | 17 | 2021 |
StainDiff: Transfer Stain Styles of Histology Images with Denoising Diffusion Probabilistic Models and Self-ensemble Y Shen, J Ke International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 13 | 2023 |
Identify Representative Samples by Conditional Random Field of Cancer Histology Images Y Shen, D Shen, J Ke IEEE Transactions on Medical Imaging, 2022 | 13 | 2022 |