Xin Gao#, Meihui Zhang#*, Junjie Li#, Shanbo Zhao, Zhizheng Zhuo, Liying Qu, Jinyuan Weng, Li Chai, Yunyun Duan, Chuyang Ye*, Yaou Liu*, “Anatomy-guided slice-description interaction for multimodal brain disease diagnosis based on 3D image and radiological report”, Computerized Medical Imaging and Graphics 123, 102556, 2025.
Xinru Zhang, Ni Ou, Chenghao Liu, Zhizheng Zhuo, Paul M. Matthews, Yaou Liu*, Chuyang Ye*, Wenjia Bai*, “Unsupervised brain MRI tumour segmentation via two-stage image synthesis”, Medical Image Analysis 102, 103568, 2025.
Tianshu Zheng, Chuyang Ye, Zhaopeng Cui, Hui Zhang, Daniel C. Alexander, Dan Wu*, “An extragradient and noise-tuning adaptive iterative network for diffusion MRI-based microstructural estimation”, Medical Image Analysis 102, 103535, 2025.
Yueyan Bian, Jin Li, Chuyang Ye, Xiuqin Jia, Qi Yang*, “Artificial intelligence in medical imaging: From task-specific models to large-scale foundation models”, Chinese Medical Journal, early access, 2025.
Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Paul M. Matthews, Yaou Liu*, Chuyang Ye*, Wenjia Bai*, “A Foundation Model for Lesion Segmentation on Brain MRI with Mixture of Modality Experts”, IEEE Transactions on Medical Imaging 44, 2594-2604, 2025.
Fei Peng#, Jiaxiang Xia#, Fandong Zhang, Shiyu Lu, Hao Wang, Jiashu Li, Xinmin Liu, Yao Zhong, Jiahuan Guo, Yonghong Duan, Binbin Sui, Chuyang Ye, Yi Ju, Shuai Kang, Yizhou Yu, Xin Feng*, Xingquan Zhao*, Rui Li*, Aihua Liu*, “Intracranial aneurysm instability prediction model based on 4D-Flow MRI and HR-MRI”, Neurotherapeutics 22, e00505, 2025.
Mengmeng Wu, Tiantian Liu*, Xin Dai, Chuyang Ye, Jinglong Wu, Shintaro Funahashi, Tianyi Yan*, “HMDA: A Hybrid Model with Multi-scale Deformable Attention for Medical Image Segmentation”, IEEE Journal of Biomedical and Health Informatics 29, 1243-1255, 2025.
Fangrong Zong, Zaimin Zhu, Jiayi Zhang, Xiaofeng Deng, Zhuangzhuang Li, Chuyang Ye, Yong Liu*, “Attention-based q-space Deep Learning Generalized for Accelerated Diffusion Magnetic Resonance Imaging”
Background
Currently an Associate Professor at the School of Integrated Circuits and Electronics, Beijing Institute of Technology. Research interests include medical image computing and its application to clinical and basic neuroscience.