Dong Wei

Molecular subtyping of diffuse gliomas using magnetic resonance imaging: comparison and correlation between radiomics and deep learning

Yiming Li, Dong Wei, Xing Liu et al. · European Radiology · 2021 · 75 citations

Engineering, Oncologic Imaging, High-grade Gliomas +18

LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation

Shuxin Wang, Shilei Cao, Dong Wei et al. · 2020 · 74 citations

Geometric Learning, Convolutional Neural Network, Medical Image Segmentation +24

Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank

Yuexiang Li, Dong Wei, Jiawei Chen et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 69 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +25

M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities

Hong Liu, Dong Wei, Donghuan Lu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 59 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +21

A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data

Hengji Cui, Dong Wei, Kai Ma et al. · IEEE Transactions on Medical Imaging · 2020 · 49 citations · Full text

Few-shot Learning, Convolutional Neural Network, Medical Image Segmentation +24