Mengkang Lu

According to our database, Mengkang Lu authored at least 17 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Improving multiple instance contrastive learning via sparse transformer for whole slide image classification.

Zhaoyang Liu, Mengkang Lu, Yong Xia, Wei Liu, Minglei Shu

Biomed. Signal Process. Control., 2026

2025

Bridging the Semantic Gap in Medical Visual Question Answering With Prompt Learning.

Zilin Lu, Qingjie Zeng, Mengkang Lu, Geng Chen, Yong Xia

IEEE Trans. Medical Imaging, November, 2025

Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation.

Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yicheng Wu, Yong Xia

IEEE Trans. Medical Imaging, July, 2025

Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network.

Xinke Ma, Yongsheng Pan, Qingjie Zeng, Mengkang Lu, Bolysbek Murat Yerzhanuly, Bazargul Matkerim, Yong Xia

CoRR, June, 2025

Consistency-Guided Differential Decoding for Enhancing Semi-Supervised Medical Image Segmentation.

Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Jingfeng Zhang, Yong Xia

IEEE Trans. Medical Imaging, January, 2025

ATEC23 Challenge: Automated prediction of treatment effectiveness in ovarian cancer using histopathological images.

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

Medical Image Anal., 2025

2024

Reciprocal Collaboration for Semi-supervised Medical Image Classification.

Qingjie Zeng, Zilin Lu, Yutong Xie, Mengkang Lu, Xinke Ma, Yong Xia

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Spot the Difference: Difference Visual Question Answering with Residual Alignment.

Zilin Lu, Yutong Xie, Qingjie Zeng, Mengkang Lu, Qi Wu, Yong Xia

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.

Ziyang Chen, Yongsheng Pan, Yiwen Ye, Mengkang Lu, Yong Xia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Survival Prediction via Hierarchical Multimodal Co-Attention Transformer: A Computational Histology-Radiology Solution.

Zhe Li, Yuming Jiang, Mengkang Lu, Ruijiang Li, Yong Xia

IEEE Trans. Medical Imaging, September, 2023

Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation.

Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yong Xia

CoRR, 2023

Multi-modal Pathological Pre-training via Masked Autoencoders for Breast Cancer Diagnosis.

Mengkang Lu, Tianyi Wang, Yong Xia

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion.

Xiangxi Meng, Yuning Gu, Yongsheng Pan, Nizhuan Wang, Peng Xue, Mengkang Lu, Xuming He, Yiqiang Zhan, Dinggang Shen

CoRR, 2022

$\mathrm {M^{2}F}$: A Multi-modal and Multi-task Fusion Network for Glioma Diagnosis and Prognosis.

Zilin Lu, Mengkang Lu, Yong Xia

Proceedings of the Multiscale Multimodal Medical Imaging - Third International Workshop, 2022

2021

SMILE: Sparse-Attention based Multiple Instance Contrastive Learning for Glioma Sub-Type Classification Using Pathological Images.

Mengkang Lu, Yongsheng Pan, Dong Nie, Feihong Liu, Feng Shi, Yong Xia, Dinggang Shen

Proceedings of the MICCAI Workshop on Computational Pathology, 2021

2020

Adaptive soft subspace clustering combining within-cluster and between-cluster information.

Liying Jin, Shengdun Zhao, Congcong Zhang, Wei Gao, Yao Dou, Mengkang Lu

J. Intell. Fuzzy Syst., 2020

2018

Soft Subspace Clustering with a Multi-objective Evolutionary Approach.

Shengdun Zhao, Liying Jin, Yuehui Wang, Wensheng Wang, Wei Du, Wei Gao, Yao Dou, Mengkang Lu

Proceedings of the 2nd International Conference on Vision, Image and Signal Processing, 2018