Xiao-Yong Zhang

24 papers Journal 11Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FM 2 : Fusing multiple foundation models for pathology image analysis via disentangled consensus-divergence representation. Inf. Fusion Ziqi Yu, Shengjie Zhang, Nidan Qiao, Yao Zhao, Lequan Yu, Tingying Peng, Xiao-Yong Zhang
2026	J	`jnl`	Multimodal quantitative MRI reveals age-related biophysical alterations in the human brain across the adult lifespan. NeuroImage Xiang Chen, Zhiyuan Yuan, Jie Zhang, Xiao-Yong Zhang
2025	J	`jnl`	CQformer: Learning Dynamics Across Slices in Medical Image Segmentation. IEEE Trans. Medical Imaging Shengjie Zhang, Xin Shen, Xiang Chen, Ziqi Yu, Bohan Ren, Haibo Yang, Xiao-Yong Zhang, Yuan Zhou
2025	—	`conf`	DisDiff: Disentanglement Diffusion Network for MR Imaging Translation. MICCAI (2) Yipin Zhang, Ziqi Yu, Xiange Zhang, Shengjie Zhang, Xiang Chen, Haibo Yang, Xiao-Yong Zhang
2025	—	`conf`	Graph Disentanglement Learning for fMRI Analysis: Decoupling Disease, Covariates, and Individual Variability. MICCAI (12) Shengjie Zhang, Zhuangzhuang Jiang, Xin Shen, Ziqi Yu, Xiang Chen, Xiao-Yong Zhang, Yuan Zhou
2025	J	`jnl`	HiFi-Syn: Hierarchical granularity discrimination for high-fidelity synthesis of MR images with structure preservation. Medical Image Anal. Ziqi Yu, Botao Zhao, Shengjie Zhang, Xiang Chen, Fuhua Yan, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang
2025	—	`conf`	Multi-modal MRI Translation via Evidential Regression and Distribution Calibration. MICCAI (8) Jiyao Liu, Shangqi Gao, Yuxin Li, Lihao Liu, Xin Gao, Zhaohu Xing, Junzhi Ning, Yanzhou Su, Xiao-Yong Zhang, Junjun He, Ningsheng Xu, Xiahai Zhuang
2025	—	`conf`	TG-VIT: Text-Guided Vision Transformer for WSI Classification of Sellar Region Tumors. BIBM Lingxiao Zhong, Ziqi Yu, Xiao-Yong Zhang
2024	—	`conf`	LaSCL-PLC: Lesion-Aware Supervised Contrastive Learning for Patient-Level Classification of Brainstem and Cerebellar Hemangioblastomas. ISBI Botao Zhao, Yan Ren, Yaru Sheng, Shengfeng Liu, Jing Zhang, Shengjie Zhang, Yu Zhang, Xiao-Yong Zhang
2024	J	`jnl`	Trustworthy Contrast-enhanced Brain MRI Synthesis. CoRR Jiyao Liu, Yuxin Li, Shangqi Gao, Yuncheng Zhou, Xin Gao, Ningsheng Xu, Xiao-Yong Zhang, Xiahai Zhuang
2023	J	`jnl`	A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders. Medical Image Anal. Shengjie Zhang, Xiang Chen, Xin Shen, Bohan Ren, Ziqi Yu, Haibo Yang, Xi Jiang, Dinggang Shen, Yuan Zhou, Xiao-Yong Zhang
2023	—	`conf`	Cross-grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images. ICCV (Workshops) Ziqi Yu, Botao Zhao, Yipin Zhang, Shengjie Zhang, Xiang Chen, Haibo Yang, Tingying Peng, Xiao-Yong Zhang
2023	—	`conf`	Cultivating Students' Creative Thinking Using Visual Narrative in an Agile Blended Learning Environment. ICBL Xiao-Yong Zhang, Kenichi Kubota
2023	J	`jnl`	HiFi-Syn: Hierarchical Granularity Discrimination for High-Fidelity Synthesis of MR Images with Structure Preservation. CoRR Ziqi Yu, Botao Zhao, Shengjie Zhang, Xiang Chen, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang
2023	—	`conf`	MosaicNet: A deep-learning-based multi-tile biomedical image stitching method. EMBC Botao Zhao, Ming Song, Shengfeng Liu, Lan Sun, Wentao Jiang, Haotian Qian, Xiao-Yong Zhang, Yu Zhang, Tianzi Jiang
2023	J	`jnl`	MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain. IEEE Trans. Medical Imaging Ziqi Yu, Xiaoyang Han, Shengjie Zhang, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang
2023	—	`conf`	Multi-phase Liver-Specific DCE-MRI Translation via A Registration-Guided GAN. SASHIMI@MICCAI Jiyao Liu, Yuxin Li, Nannan Shi, Yuncheng Zhou, Shangqi Gao, Yuxin Shi, Xiao-Yong Zhang, Xiahai Zhuang
2023	J	`jnl`	TW-Net: Transformer Weighted Network for Neonatal Brain MRI Segmentation. IEEE J. Biomed. Health Informatics Shengjie Zhang, Bohan Ren, Ziqi Yu, Haibo Yang, Xiaoyang Han, Xiang Chen, Yuan Zhou, Dinggang Shen, Xiao-Yong Zhang
2022	—	`conf`	3D Global Fourier Network for Alzheimer's Disease Diagnosis Using Structural MRI. MICCAI (1) Shengjie Zhang, Xiang Chen, Bohan Ren, Haibo Yang, Ziqi Yu, Xiao-Yong Zhang, Yuan Zhou
2022	—	`conf`	Denoising of 3D MR Images Using a Voxel-Wise Hybrid Residual MLP-CNN Model to Improve Small Lesion Diagnostic Confidence. MICCAI (3) Haibo Yang, Shengjie Zhang, Xiaoyang Han, Botao Zhao, Yan Ren, Yaru Sheng, Xiao-Yong Zhang
2022	J	`jnl`	Denoising of 3D MR images using a voxel-wise hybrid residual MLP-CNN model to improve small lesion diagnostic confidence. CoRR Haibo Yang, Shengjie Zhang, Xiaoyang Han, Botao Zhao, Yan Ren, Yaru Sheng, Xiao-Yong Zhang
2022	J	`jnl`	MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain. CoRR Ziqi Yu, Xiaoyang Han, Shengjie Zhang, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang
2021	—	`conf`	Detecting Extremely Small Lesions in Mouse Brain MRI with Point Annotations via Multi-task Learning. MLMI@MICCAI Xiaoyang Han, Yuting Zhai, Ziqi Yu, Tingying Peng, Xiao-Yong Zhang
2021	—	`conf`	MouseGAN: GAN-Based Multiple MRI Modalities Synthesis and Segmentation for Mouse Brain Structures. MICCAI (1) Ziqi Yu, Yuting Zhai, Xiaoyang Han, Tingying Peng, Xiao-Yong Zhang