Detecting Extremely Small Lesions in Mouse Brain MRI with Point Annotations via Multi-task Learning. - Xiaoyang Han; Yuting Zhai; Ziqi Yu; Tingying Peng; Xiao-Yong Zhang (MLMI@MICCAI, 2021)

MouseGAN: GAN-Based Multiple MRI Modalities Synthesis and Segmentation for Mouse Brain Structures. - Ziqi Yu; Yuting Zhai; Xiaoyang Han; Tingying Peng; Xiao-Yong Zhang (MICCAI (1), 2021)

Denoising of 3D MR Images Using a Voxel-Wise Hybrid Residual MLP-CNN Model to Improve Small Lesion Diagnostic Confidence. - Haibo Yang 002; Shengjie Zhang; Xiaoyang Han; Botao Zhao 001; Yan Ren; Yaru Sheng; Xiao-Yong Zhang (MICCAI (3), 2022)

3D Global Fourier Network for Alzheimer's Disease Diagnosis Using Structural MRI. - Shengjie Zhang; Xiang Chen; Bohan Ren; Haibo Yang 002; Ziqi Yu; Xiao-Yong Zhang; Yuan Zhou 004 (MICCAI (1), 2022)

MosaicNet: A deep-learning-based multi-tile biomedical image stitching method. - Botao Zhao 001; Ming Song; Shengfeng Liu; Lan Sun; Wentao Jiang; Haotian Qian; Xiao-Yong Zhang; Yu Zhang 115; Tianzi Jiang (EMBC, 2023)

Cultivating Students' Creative Thinking Using Visual Narrative in an Agile Blended Learning Environment. - Xiao-Yong Zhang; Kenichi Kubota (ICBL, 2023)

Cross-grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images. - Ziqi Yu; Botao Zhao 001; Yipin Zhang; Shengjie Zhang; Xiang Chen; Haibo Yang 002; Tingying Peng; Xiao-Yong Zhang (ICCV (Workshops), 2023)

Multi-phase Liver-Specific DCE-MRI Translation via A Registration-Guided GAN. - Jiyao Liu; Yuxin Li; Nannan Shi; Yuncheng Zhou; Shangqi Gao; Yuxin Shi; Xiao-Yong Zhang; Xiahai Zhuang (SASHIMI@MICCAI, 2023)

HiFi-Syn: Hierarchical Granularity Discrimination for High-Fidelity Synthesis of MR Images with Structure Preservation. - Ziqi Yu; Botao Zhao 001; Shengjie Zhang; Xiang Chen; Jianfeng Feng; Tingying Peng; Xiao-Yong Zhang (CoRR, 2023)

TW-Net: Transformer Weighted Network for Neonatal Brain MRI Segmentation. - Shengjie Zhang; Bohan Ren; Ziqi Yu; Haibo Yang 002; Xiaoyang Han; Xiang Chen; Yuan Zhou 004; Dinggang Shen; Xiao-Yong Zhang (IEEE J. Biomed. Health Informatics, 2023)

MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain. - Ziqi Yu; Xiaoyang Han; Shengjie Zhang; Jianfeng Feng; Tingying Peng; Xiao-Yong Zhang (IEEE Trans. Medical Imaging, 2023)

A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders. - Shengjie Zhang; Xiang Chen; Xin Shen; Bohan Ren; Ziqi Yu; Haibo Yang 002; Xi Jiang 001; Dinggang Shen; Yuan Zhou 004; Xiao-Yong Zhang (Medical Image Anal., 2023)

LaSCL-PLC: Lesion-Aware Supervised Contrastive Learning for Patient-Level Classification of Brainstem and Cerebellar Hemangioblastomas. - Botao Zhao 001; Yan Ren; Yaru Sheng; Shengfeng Liu; Jing Zhang; Shengjie Zhang; Yu Zhang 115; Xiao-Yong Zhang (ISBI, 2024)

Trustworthy Contrast-enhanced Brain MRI Synthesis. - Jiyao Liu; Yuxin Li; Shangqi Gao; Yuncheng Zhou; Xin Gao; Ningsheng Xu; Xiao-Yong Zhang; Xiahai Zhuang (CoRR, 2024)

HiFi-Syn: Hierarchical granularity discrimination for high-fidelity synthesis of MR images with structure preservation. - Ziqi Yu; Botao Zhao 001; Shengjie Zhang; Xiang Chen; Fuhua Yan; Jianfeng Feng; Tingying Peng; Xiao-Yong Zhang (Medical Image Anal., 2025)

CQformer: Learning Dynamics Across Slices in Medical Image Segmentation. - Shengjie Zhang; Xin Shen; Xiang Chen; Ziqi Yu; Bohan Ren; Haibo Yang 002; Xiao-Yong Zhang; Yuan Zhou 004 (IEEE Trans. Medical Imaging, 2025)