UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer H Wang, P Cao, J Wang, OR Zaiane 🏅 AAAI Conference on Artificial Intelligence (Most Influential Paper of AAAI …, 2022 | 782 | 2022 |
DHC: Dual-debiased heterogeneous co-training framework for class-imbalanced semi-supervised medical image segmentation H Wang, X Li Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023 | 41 | 2023 |
MS-SSD: Multi-scale single shot detector for ship detection in remote sensing images G Wen, P Cao, H Wang, H Chen, X Liu, J Xu, O Zaiane Applied Intelligence 53 (2), 1586-1604, 2023 | 39 | 2023 |
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation H Wang, X Li Advances in Neural Information Processing Systems (NeurIPS), 2023 | 37 | 2023 |
Narrowing the semantic gaps in u-net with learnable skip connections: The case of medical image segmentation H Wang, P Cao, J Yang, O Zaiane Neural Networks 178, 106546, 2024 | 24 | 2024 |
Collaborative learning of weakly-supervised domain adaptation for diabetic retinopathy grading on retinal images P Cao, Q Hou, R Song, H Wang, O Zaiane Computers in Biology and Medicine 144, 105341, 2022 | 22 | 2022 |
MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation H Wang, P Cao, J Yang, O Zaiane Health information science and systems 11 (1), 10, 2023 | 20 | 2023 |
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation H Wang*, Q Zhang*, Y Li, X Li IEEE / CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 | 12 | 2024 |
An improved breast cancer nuclei segmentation method based on unet++ H Wang, Y Li, Z Luo Proceedings of the 2020 6th International Conference on Computing and …, 2020 | 8 | 2020 |
Touchstone benchmark: Are we on the right way for evaluating AI algorithms for medical segmentation? PRAS Bassi, W Li, Y Tang, F Isensee, Z Wang, J Chen, YC Chou, ... arXiv preprint arXiv:2411.03670, 2024 | 3 | 2024 |
Interpretable bilingual multimodal large language model for diverse biomedical tasks L Wang, H Wang, H Yang, J Mao, Z Yang, J Shen, X Li The Thirteenth International Conference on Learning Representations (ICLR), 2024 | 3 | 2024 |
Dynamic Data Augmentation via MCTS for Prostate MRI Segmentation X Xu, Y Hsi, H Wang, X Li International Conference on Neural Information Processing (ICONIP), 2023, 2023 | 2* | 2023 |
GlandSAM: Injecting Morphology Knowledge into Segment Anything Model for Label-free Gland Segmentation Q Zhang, Y Li, C Xue, H Wang, X Li IEEE Transactions on Medical Imaging, 2024 | | 2024 |
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Q Zhang*, H Wang*, X Li arXiv preprint arXiv:2407.07763, 2024 | | 2024 |