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2020 – today
- 2024
[c9]Botao Zhao, Yan Ren, Yaru Sheng, Shengfeng Liu, Jing Zhang, Shengjie Zhang, Yu Zhang, Xiao-Yong Zhang:
LaSCL-PLC: Lesion-Aware Supervised Contrastive Learning for Patient-Level Classification of Brainstem and Cerebellar Hemangioblastomas. ISBI 2024: 1-4- [i4]Jiyao Liu, Yuxin Li, Shangqi Gao, Yuncheng Zhou, Xin Gao, Ningsheng Xu, Xiao-Yong Zhang, Xiahai Zhuang:
Trustworthy Contrast-enhanced Brain MRI Synthesis. CoRR abs/2407.07372 (2024) - 2023
- [j3]Shengjie Zhang
, Xiang Chen, Xin Shen, Bohan Ren, Ziqi Yu, Haibo Yang, Xi Jiang, Dinggang Shen, Yuan Zhou, Xiao-Yong Zhang:
A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders. Medical Image Anal. 90: 102932 (2023) - [j2]Shengjie Zhang, Bohan Ren, Ziqi Yu, Haibo Yang, Xiaoyang Han, Xiang Chen, Yuan Zhou, Dinggang Shen, Xiao-Yong Zhang:
TW-Net: Transformer Weighted Network for Neonatal Brain MRI Segmentation. IEEE J. Biomed. Health Informatics 27(2): 1072-1083 (2023) - [j1]Ziqi Yu, Xiaoyang Han, Shengjie Zhang, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang:
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain. IEEE Trans. Medical Imaging 42(4): 1197-1209 (2023) - [c8]Botao Zhao, Ming Song, Shengfeng Liu, Lan Sun, Wentao Jiang, Haotian Qian, Xiao-Yong Zhang, Yu Zhang, Tianzi Jiang:
MosaicNet: A deep-learning-based multi-tile biomedical image stitching method. EMBC 2023: 1-4 - [c7]Xiao-Yong Zhang, Kenichi Kubota:
Cultivating Students' Creative Thinking Using Visual Narrative in an Agile Blended Learning Environment. ICBL 2023: 163-173 - [c6]Ziqi Yu, Botao Zhao, Yipin Zhang, Shengjie Zhang, Xiang Chen, Haibo Yang, Tingying Peng, Xiao-Yong Zhang:
Cross-grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images. ICCV (Workshops) 2023: 2339-2346 - [c5]Jiyao Liu, Yuxin Li, Nannan Shi, Yuncheng Zhou, Shangqi Gao, Yuxin Shi, Xiao-Yong Zhang, Xiahai Zhuang:
Multi-phase Liver-Specific DCE-MRI Translation via A Registration-Guided GAN. SASHIMI@MICCAI 2023: 21-31 - [i3]Ziqi Yu, Botao Zhao, Shengjie Zhang, Xiang Chen, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang:
HiFi-Syn: Hierarchical Granularity Discrimination for High-Fidelity Synthesis of MR Images with Structure Preservation. CoRR abs/2311.12461 (2023) - 2022
- [c4]Shengjie Zhang, Xiang Chen, Bohan Ren, Haibo Yang, Ziqi Yu, Xiao-Yong Zhang, Yuan Zhou:
3D Global Fourier Network for Alzheimer's Disease Diagnosis Using Structural MRI. MICCAI (1) 2022: 34-43 - [c3]Haibo Yang, Shengjie Zhang, Xiaoyang Han, Botao Zhao, Yan Ren, Yaru Sheng, Xiao-Yong Zhang:
Denoising of 3D MR Images Using a Voxel-Wise Hybrid Residual MLP-CNN Model to Improve Small Lesion Diagnostic Confidence. MICCAI (3) 2022: 292-302 - [i2]Haibo Yang, Shengjie Zhang, Xiaoyang Han, Botao Zhao, Yan Ren, Yaru Sheng, Xiao-Yong Zhang:
Denoising of 3D MR images using a voxel-wise hybrid residual MLP-CNN model to improve small lesion diagnostic confidence. CoRR abs/2209.13818 (2022) - [i1]Ziqi Yu, Xiaoyang Han, Shengjie Zhang, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang:
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain. CoRR abs/2212.01825 (2022) - 2021
- [c2]Ziqi Yu, Yuting Zhai, Xiaoyang Han, Tingying Peng, Xiao-Yong Zhang:
MouseGAN: GAN-Based Multiple MRI Modalities Synthesis and Segmentation for Mouse Brain Structures. MICCAI (1) 2021: 442-450 - [c1]Xiaoyang Han, Yuting Zhai, Ziqi Yu, Tingying Peng, Xiao-Yong Zhang:
Detecting Extremely Small Lesions in Mouse Brain MRI with Point Annotations via Multi-task Learning. MLMI@MICCAI 2021: 498-506
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