Journal Papers

期刊论文

• T2LR-Net: An unrolling network learning transformed tensor low-rank prior for dynamic MR image reconstruction
  Zhang Yinghao, Li P, Hu Y
  Computers in Biology and Medicine, 2024, 170: 108034
  SCI, IF=6.3, First Author
• JotlasNet: Joint tensor low-rank and attention-based sparse unrolling network for accelerating dynamic MRI
  Zhang Yinghao, Gui H, Yang N, Hu Y
  Magnetic Resonance Imaging, 2025, 118: 110337
  SCI, IF=2.0, First Author
• Untrained Deep Fixed Point Framework for Accelerated MRI Reconstruction
  Zhang Yinghao, Gui H, Yang N, Hu Y
  IEEE Transactions on Image Processing, 2026
  Under Review (Major Revision), IF=13.7, First Author
• HiDecUN: A Decoder-Only Unfolding Network with Hypergraph-Inspired Attention for Accelerated Cine MRI Reconstruction
  Zhang Yinghao, Peng L, Hu Y
  Medical Image Analysis, 2026
  Under Review, SCI, IF=11.8, First Author

Conference Papers

会议论文

• Alternating Unrolling Network of Jointly Low-Rank and Sparse Tensor for Accelerating Dynamic MRI
  Zhang Yinghao, Hu Y, Zhou C, Hu Y
  2024 IEEE 20th International Symposium on Biomedical Imaging (ISBI)
  EI, First Author
• Alternating Unrolling Network using Jointly Low-Rank and Sparse Tensor Prior for Accelerating Dynamic MRI
  Zhang Yinghao, Hu Y
  2024 Proceedings of International Society for Magnetic Resonance in Medicine (ISMRM)
  First Author
• Deep Image-Pass Filter for Accelerating Dynamic MRI
  Zhang Yinghao, Li P, Hu Y
  2024 IEEE 20th International Symposium on Biomedical Imaging (ISBI)
  EI, First Author
• Deep Image-Pass Filter for Accelerating Dynamic MRI
  Zhang Yinghao, Hu Y
  2024 Proceedings of International Society for Magnetic Resonance in Medicine (ISMRM)
  First Author
• Deep unrolling Shrinkage Network for Dynamic MR imaging
  Zhang Yinghao, Li X, Li W, Hu Y
  2023 IEEE International Conference on Image Processing (ICIP)
  EI, First Author
• Dynamic MRI using Learned Transform-based Deep Tensor Low-Rank Network (LT2LR-Net)
  Zhang Yinghao, Li P, Hu Y
  2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)
  EI, First Author
• Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT2LR-Net)
  Zhang Yinghao, Li X, Li P, Hu Y
  2023 Proceedings of International Society for Magnetic Resonance in Medicine (ISMRM)
  First Author
• Dynamic cardiac MRI reconstruction using combined tensor nuclear norm and casorati matrix nuclear norm regularizations
  Zhang Yinghao, Hu Y
  2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)
  EI, First Author
• Dynamic MRI Reconstruction Combining Tensor Nuclear Norm and Casorati Matrix Nuclear Norm
  Zhang Yinghao, Hu Y
  2022 Proceedings of International Society for Magnetic Resonance in Medicine (ISMRM)
  First Author

Other Achievements

其他成果

• Patent: 一种基于结构化低秩矩阵的磁共振指纹图像重建方法
  Hu Y, Li P, Zhang Yinghao
  Chinese Patent, CN202110167389.9, CN112819949A
  Authorized, Third Inventor
• Differentiable SVD based on Moore-Penrose Pseudoinverse for Inverse Imaging Problems
  Zhang Yinghao, Hu Y
  ArXiv, 2024
  First Author