Concepedia

Mengkang Lu

ML

6

Publications

183

Citations

6

H-Index

2021

Active since

Affiliations

Northwestern Polytechnical University(Current)

The University of Adelaide

Australian Centre for Robotic Vision

Mengkang Lu is an author at Northwestern Polytechnical University specializing in medical image analysis, radiology, and deep learning.

Top concepts

RadiologyEngineeringDeep LearningImage AnalysisComputer VisionMedical ImagingMachine LearningBiomedical ImagingMedical Image AnalysisMedical Image Computing

Publications per year

2021–2025

6

Publications

6

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

Zhe Li, Yuming Jiang, Mengkang Lu et al. · IEEE Transactions on Medical Imaging · 2023 · 56 citations

Convolutional Neural Network, Engineering, Machine Learning +25

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

Qingjie Zeng, Yutong Xie, Zilin Lu et al. · IEEE Transactions on Medical Imaging · 2024 · 38 citations

Medical Image Segmentation, Engineering, Machine Learning +22

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

Qingjie Zeng, Yutong Xie, Zilin Lu et al. · IEEE Transactions on Medical Imaging · 2025 · 30 citations

Structured Prediction, Convolutional Neural Network, Medical Image Segmentation +24

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

Ziyang Chen, Yongsheng Pan, Yiwen Ye et al. · 2024 · 24 citations

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

Xiangxi Meng, Yuning Gu, Yongsheng Pan et al. · arXiv (Cornell University) · 2022 · 19 citations · Full text

Engineering, Machine Learning, Multimodal Learning +22

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