MouseGAN++: unsupervised disentanglement and contrastive representation for multiple MRI modalities synthesis and structural segmentation of mouse brain Z Yu, X Han, S Zhang, J Feng, T Peng, XY Zhang IEEE Transactions on Medical Imaging 42 (4), 1197-1209, 2022 | 14 | 2022 |
A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders S Zhang, X Chen, X Shen, B Ren, Z Yu, H Yang, X Jiang, D Shen, Y Zhou, ... Medical Image Analysis 90, 102932, 2023 | 13 | 2023 |
3D global Fourier network for Alzheimer’s disease diagnosis using structural MRI S Zhang, X Chen, B Ren, H Yang, Z Yu, XY Zhang, Y Zhou International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 12 | 2022 |
TW-Net: Transformer weighted network for neonatal brain MRI segmentation S Zhang, B Ren, Z Yu, H Yang, X Han, X Chen, Y Zhou, D Shen, ... IEEE Journal of Biomedical and Health Informatics 27 (2), 1072-1083, 2022 | 11 | 2022 |
Deep learning-assisted quantitative susceptibility mapping as a tool for grading and molecular subtyping of gliomas W Rui, S Zhang, H Shi, Y Sheng, F Zhu, YD Yao, X Chen, H Cheng, ... Phenomics 3 (3), 243-254, 2023 | 7 | 2023 |
Denoising of 3D MR images using a voxel-wise hybrid residual MLP-CNN model to improve small lesion diagnostic confidence H Yang, S Zhang, X Han, B Zhao, Y Ren, Y Sheng, XY Zhang International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 7 | 2022 |
Cross-grained contrastive representation for unsupervised lesion segmentation in medical images Z Yu, B Zhao, Y Zhang, S Zhang, X Chen, H Yang, T Peng, XY Zhang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 2 | 2023 |
HiFi-Syn: Hierarchical Granularity Discrimination for High-Fidelity Synthesis of MR Images with Structure Preservation Z Yu, B Zhao, S Zhang, X Chen, J Feng, T Peng, XY Zhang arXiv preprint arXiv:2311.12461, 2023 | | 2023 |