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Journal Articles
- 2025
[j3]Ching-Wei Wang
, Nabila Puspita Firdi, Tzu-Chiao Chu, Mohammad Faiz Iqbal Faiz, Mohammad Zafar Iqbal, Yifan Li, Bo Yang, Mayur Mallya, Ali Bashashati, Fei Li, Haipeng Wang, Mengkang Lu, Yong Xia, Tai-Kuang Chao:
ATEC23 Challenge: Automated prediction of treatment effectiveness in ovarian cancer using histopathological images. Medical Image Anal. 99: 103342 (2025)- 2023
- [j2]Zhe Li, Yuming Jiang, Mengkang Lu, Ruijiang Li, Yong Xia:
Survival Prediction via Hierarchical Multimodal Co-Attention Transformer: A Computational Histology-Radiology Solution. IEEE Trans. Medical Imaging 42(9): 2678-2689 (2023) - 2020
- [j1]Liying Jin, Shengdun Zhao, Congcong Zhang, Wei Gao, Yao Dou, Mengkang Lu:
Adaptive soft subspace clustering combining within-cluster and between-cluster information. J. Intell. Fuzzy Syst. 38(3): 3319-3330 (2020)
Conference and Workshop Papers
- 2024
- [c7]Ziyang Chen, Yongsheng Pan, Yiwen Ye, Mengkang Lu, Yong Xia:
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation. CVPR 2024: 11184-11193 - [c6]Qingjie Zeng, Zilin Lu, Yutong Xie, Mengkang Lu, Xinke Ma, Yong Xia:
Reciprocal Collaboration for Semi-supervised Medical Image Classification. MICCAI (11) 2024: 522-532 - [c5]Zilin Lu, Yutong Xie, Qingjie Zeng, Mengkang Lu, Qi Wu, Yong Xia:
Spot the Difference: Difference Visual Question Answering with Residual Alignment. MICCAI (5) 2024: 649-658 - 2023
- [c4]Mengkang Lu, Tianyi Wang, Yong Xia:
Multi-modal Pathological Pre-training via Masked Autoencoders for Breast Cancer Diagnosis. MICCAI (6) 2023: 457-466 - 2022
- [c3]Zilin Lu, Mengkang Lu, Yong Xia:
$\mathrm {M^{2}F}$: A Multi-modal and Multi-task Fusion Network for Glioma Diagnosis and Prognosis. MMMI@MICCAI 2022: 1-10 - 2021
- [c2]Mengkang Lu, Yongsheng Pan, Dong Nie, Feihong Liu, Feng Shi, Yong Xia, Dinggang Shen:
SMILE: Sparse-Attention based Multiple Instance Contrastive Learning for Glioma Sub-Type Classification Using Pathological Images. COMPAY@MICCAI 2021: 159-169 - 2018
- [c1]Shengdun Zhao, Liying Jin, Yuehui Wang, Wensheng Wang, Wei Du, Wei Gao, Yao Dou, Mengkang Lu:
Soft Subspace Clustering with a Multi-objective Evolutionary Approach. ICVISP 2018: 70:1-70:5
Informal and Other Publications
- 2023
- [i4]Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yong Xia:
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation. CoRR abs/2309.14819 (2023) - [i3]Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yicheng Wu, Yong Xia:
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation. CoRR abs/2311.11686 (2023) - [i2]Ziyang Chen, Yiwen Ye, Mengkang Lu, Yongsheng Pan, Yong Xia:
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation. CoRR abs/2311.18363 (2023) - 2022
- [i1]Xiangxi Meng, Yuning Gu, Yongsheng Pan, Nizhuan Wang, Peng Xue, Mengkang Lu, Xuming He, Yiqiang Zhan, Dinggang Shen:
A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion. CoRR abs/2207.03430 (2022)
Coauthor Index
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