The medical segmentation decathlon M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ... Nature communications 13 (1), 4128, 2022 | 1016 | 2022 |
nnformer: Interleaved transformer for volumetric segmentation HY Zhou, J Guo, Y Zhang, L Yu, L Wang, Y Yu arXiv preprint arXiv:2109.03201, 2021 | 437 | 2021 |
nnformer: Volumetric medical image segmentation via a 3d transformer HY Zhou, J Guo, Y Zhang, X Han, L Yu, L Wang, Y Yu IEEE Transactions on Image Processing, 2023 | 227 | 2023 |
Boundary-aware transformers for skin lesion segmentation J Wang, L Wei, L Wang, Q Zhou, L Zhu, J Qin Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 178 | 2021 |
Accurate automated Cobb angles estimation using multi-view extrapolation net L Wang, Q Xu, S Leung, J Chung, B Chen, S Li Medical image analysis 58, 101542, 2019 | 95 | 2019 |
DT-MIL: deformable transformer for multi-instance learning on histopathological image H Li, F Yang, Y Zhao, X Xing, J Zhang, M Gao, J Huang, L Wang, J Yao Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 92 | 2021 |
Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports HY Zhou, X Chen, Y Zhang, R Luo, L Wang, Y Yu Nature Machine Intelligence 4 (1), 32-40, 2022 | 87 | 2022 |
Scannet: A fast and dense scanning framework for metastastic breast cancer detection from whole-slide image H Lin, H Chen, Q Dou, L Wang, J Qin, PA Heng 2018 IEEE winter conference on applications of computer vision (WACV), 539-546, 2018 | 87 | 2018 |
LT-Net: label transfer by learning reversible voxel-wise correspondence for one-shot medical image segmentation S Wang, S Cao, D Wei, R Wang, K Ma, L Wang, D Meng, Y Zheng Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 86 | 2020 |
Comparative validation of multi-instance instrument segmentation in endoscopy: results of the ROBUST-MIS 2019 challenge T Roß, A Reinke, PM Full, M Wagner, H Kenngott, M Apitz, H Hempe, ... Medical image analysis 70, 101920, 2021 | 79 | 2021 |
Animating animal motion from still X Xu, L Wan, X Liu, TT Wong, L Wang, CS Leung ACM SIGGRAPH Asia 2008 papers, 1-8, 2008 | 73 | 2008 |
Image reconstruction with low-rankness and self-consistency of k-space data in parallel MRI X Zhang, D Guo, Y Huang, Y Chen, L Wang, F Huang, Q Xu, X Qu Medical image analysis 63, 101687, 2020 | 67 | 2020 |
Xbound-former: Toward cross-scale boundary modeling in transformers J Wang, F Chen, Y Ma, L Wang, Z Fei, J Shuai, X Tang, Q Zhou, J Qin IEEE Transactions on Medical Imaging 42 (6), 1735-1745, 2023 | 61 | 2023 |
H^ 2-MIL: exploring hierarchical representation with heterogeneous multiple instance learning for whole slide image analysis W Hou, L Yu, C Lin, H Huang, R Yu, J Qin, L Wang Proceedings of the AAAI conference on artificial intelligence 36 (1), 933-941, 2022 | 61 | 2022 |
Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis H Lin, H Chen, X Wang, Q Wang, L Wang, PA Heng Medical Image Analysis 69, 101955, 2021 | 55 | 2021 |
Deep sub-region network for salient object detection L Wang, R Chen, L Zhu, H Xie, X Li IEEE Transactions on Circuits and Systems for Video Technology 31 (2), 728-741, 2020 | 55 | 2020 |
Advancing radiograph representation learning with masked record modeling HY Zhou, C Lian, L Wang, Y Yu arXiv preprint arXiv:2301.13155, 2023 | 53 | 2023 |
Broken and degraded document images binarization Y Chen, L Wang Neurocomputing 237, 272-280, 2017 | 53 | 2017 |
RP-Net: a 3D convolutional neural network for brain segmentation from magnetic resonance imaging L Wang, C Xie, N Zeng IEEE Access 7, 39670-39679, 2019 | 50 | 2019 |
An automated and accurate spine curve analysis system B Chen, Q Xu, L Wang, S Leung, J Chung, S Li Ieee Access 7, 124596-124605, 2019 | 48 | 2019 |