Conference Papers

  1. Y. Zhao, R. Guo, Y. Li, W. Jin, Y. Li, J. Luo, Z.-P. Liang
    3D high-resolution T1 mapping of brain metabolites
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3693, 2023.
  2. Y. Zhao, Y. Li, W. Jin, R. Guo, W. Li, Y. Li, J. Luo, Z.-P. Liang
    Separation of macromolecules and metabolites in ultrashort-TE MRSI data with learned probabilistic subspaces
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0474, 2023.
  3. Y. Zhao, Y. Li, R. Guo, K. R. Thulborn, Z.-P. Liang
    Reconstructing high-quality sodium MR images from limited noisy k-space data with model-assisted deep learning
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 4453, 2022.
  4. Y. Zhao, T. K. Hitchens, M. Herneisey, J. M. Janjic, R. Guo, Y. Li, Z.-P. Liang
    Fast high-resolution 19F-MRSI of perfluorocarbon nanoemulsions for MRI cell tracking using SPICE with learned subspaces
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0341, 2021 (Summa cum laude merit award).
  5. Y. Zhao, R. Guo, Y. Li, K. R. Thulborn, Z.-P. Liang
    High-resolution sodium imaging using anatomical and sparsity constraints for denoising and recovery of novel features
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 1806, 2021 (Magna cum laude merit award).
  6. Y. Zhao, Y. Li, J. Xiong, R. Guo, Y. Li, Z.-P. Liang
    Rapid high-resolution mapping of brain metabolites and neurotransmitters using hybrid FID/SE-J-resolved spectroscopic signals
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0366, 2020 (Magna cum laude merit award).
  7. Y. Zhao, Y. Li, J. Xiong, R. Guo, Y. Li, Z.-P. Liang
    Spatiospectral reconstruction from hybrid FID/SE J-resolved MRSI data with limited coverage of (k,t,tJ)-space
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2861, 2020.
  8. Y. Zhao, Y. Li, R. Guo, B. Clifford, X. Yu, Z.-P. Liang
    Accelerating high-resolution semi-LASER 1H-MRSI using SPICE
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2478, 2019.
  9. Y. Zhao, C. Ma, C. Gao, K. Ying, J. Ouyang, G. Fakhri
    Rigid motion correction in MRSI using wireless active markers
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 5527, 2017.
  10. Y. Li, R. Guo, Y. Zhao, W. Jin, C. Ma, S. Luo, G. Fakhri, Y. Li, M. Jaromin, V. Kindratenko, B. Sutton, Z.-P. Liang
    T1 and T2 mapping using highly sparse unsuppressed water signals from MRSI scans with generalized series-assisted low-rank tensor modelling
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 1142, 2023.
  11. R. Guo, Y. Zhao, Y. Li, C. Ma, W. Jin, Y. Li, G. Fakhri, B. Sutton, Z.-P. Liang
    High-resolution J-edited MRSI using multi-slab acquisition and learned subspaces
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3681, 2023.
  12. R. Guo, Y. Li, Y. Zhao, A. Anderson, P. Bhattacharyya, M. Lowe, Y. Li, B. Sutton, Z.-P. Liang
    Fast submillimeter QSM for simultaneous QSM/MRSI of the brain at 7T
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 1046, 2023.
  13. W. Jin, Y. Zhao, Y. Li, R. Guo, R. Liu, J. Luo, Y. Li, Z.-P. Liang
    Removal of water and lipid signals from J-resolved 1H-MRSI data using an FID reference and physics-based subspaces
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0473, 2023.
  14. Z. Ke, Y. Zhao, Y. Li, R. Guo, Z.-P. Liang, Y. Li
    Improved reconstruction for high-resolution QSM from highly sparse unsuppressed water signals of 1H-MRSI scans
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0871, 2023.
  15. R. Liu, Y. Li, R. Guo, Y. Zhao, Z. Meng, H. Zhuang, T. Wang, Y. Li, Y. Du, Z.-P. Liang
    Accelerated T2 mapping with GS-assisted deep translation of T1W image prior
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0675, 2023.
  16. B. Bo, T. Wang, Z. Meng, Y. Zhao, Y. Li, R. Guo, W. Jin, X. Yu, Z.-P. Liang, Y. Li
    Progressive lactic acidosis is associated with infarct growth volume in acute ischemic stroke: A longitudinal 3D MRSI study
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2099, 2023.
  17. Z. Meng, T. Wang, B. Bo, Y. Zhao, Y. Li, R. Guo, W. Jin, X. Yu, Z.-P. Liang, Y. Li
    Improved assessment of brain tissue viability in acute stroke using fast high-resolution 3D-MRSI and quantitative T2 imaging
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3475, 2023.
  18. D. Wang, M. Zhang, Y. Zhao, Y. Li, R. Guo, W. Jin, J. Hu, Y. Zhang, B. Li, J. Liu, B. Li, Z.-P. Liang, Y. Li
    White matter neurometabolite vulnerability predicts cognitive decline in Alzheimer’s disease: A high-resolution 3D 1H-MRSI study
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0417, 2023.
  19. W. Li, M. Zhang, Y. Zhao, Y. Li, W. Jin, J. Hu, Y. Zhang, D. Wang, B. Li, J. Liu, B. Li, Z.-P. Liang, Y. Li
    Brain NAA reduction is associated with glucose hypometabolism in functional networks of Alzheimer’s disease: A hybrid 3D-MRSI/FDG-PET study
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3328, 2023.
  20. H. Huang, M. Zhang, B. Cai, S. Yuan, W. Jin, Y. Li, Y. Zhao, Z.-P. Liang, Y. Li, B. Li, J. Luo
    N-acetylaspartate and myo-inositol provide complementary information for lateralization of mesial temporal lobe epilepsy
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 5200, 2023.
  21. X.-H. Zhu, R. Guo, H. M. Wiesner, Y. Li, Y. Zhao, W. Jin, Z.-P. Liang, W. Chen
    Feasibility of mapping intracellular NAD content in entire human brain at 7T
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3291, 2023.
  22. Y. Li, Y. Guan, Y. Zhao, R. Guo, Y. Li, Z.-P. Liang
    Integrating subspace learning, manifold learning, and sparsity learning to reconstruct image sequences
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3448, 2022.
  23. Y. Li, R. Guo, Y. Zhao, Y. Li, Z.-P. Liang
    Improved myelin water fraction estimation integrating learned probabilistic subspaces and low-dimensional manifolds
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 4483, 2022.
  24. R. Guo, Y. Li, Y. Zhao, S. Tafti, A. Anderson, B. Sutton, Z.-P. Liang
    Rapid whole brain high-resolution MR spectroscopic imaging at 7T
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3535, 2022.
  25. R. Guo, Y. Li, Y. Zhao, T. Wang, Y. Li, B. Sutton, Z.-P. Liang
    Simultaneous mapping of water diffusion coefficients and metabolite distributions of the brain using MRSI without water suppression
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3544, 2022.
  26. W. Jin, Y. Zhao, R. Guo, Y. Li, J. Luo, Y. Li, Z.-P. Liang
    Robust low-rank denoising of MRSI data
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3533, 2022.
  27. L. Tang, Y. Zhao, Y. Li, R. Guo, B. Cai, Y. Li, Z.-P. Liang, J. Luo
    Joint sensitivity estimation and image reconstruction in parallel imaging using pre-learned subspaces of coil sensitivity functions
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 4693, 2022.
  28. F. Lam, Y. Li, Y. Zhao, J. Haldar
    Improving lipid suppression for 1H-MRSI using region-optimized virtual coils
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2621, 2022.
  29. Y. Zhang, J. Hu, M. Zhang, R. Guo, Y. Li, Y. Zhao, Z. Meng, D. Wang, W. Li, B. Li, J. Liu, B. Li, Z.-P. Liang, Y. Li
    Study of neurometabolic signature in Alzheimer’s disease using high-resolution 3D 1H-MRSI
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 4518, 2022.
  30. W. Li, M. Zhang, R. Guo, Y. Li, Y. Zhao, J. Hu, Y. Zhang, Z.-P. Liang, Y. Li
    Coupled metabolic and functional changes in default mode network subsystems of Alzheimer's disease: A hybrid 3D 1H-MRSI/FDG-PET/fMRI study
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3262, 2022.
  31. Z. Meng, T. Zhang, B. Bo, R. Guo, Y. Li, Y. Zhao, X. Yu, Z.-P. Liang, Y. Li
    Fast high-resolution 3D MRSI and T2 mapping for clinical outcome prediction of ischemic stroke patients
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 4141, 2022.
  32. B. Bo, T. Wang, Z. Meng, R. Guo, Y. Li, Y. Zhao, X. Yu, Z.-P. Liang, Y. Li
    Evaluation of diagnostic and prognostic value of high-resolution 3D 1H-MRSI for patients with newly diagnosed glioma
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3135, 2022.
  33. H. Huang, J. Wang, M. Zhang, W. Liu, L. Tang, Y. Zhao, R. Guo, Y. Li, Z.-P. Liang, Y. Li, B. Li, J. Luo
    Multimodal imaging signatures of the epileptogenic zone
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2963, 2022.
  34. Y. Li, Y. Zhao, R. Guo, T. Wang, Y. Zhang, M. Chorstek, W. C. Low, X.-H. Zhu, W. Chen, Z.-P. Liang
    A marriage of subspace modeling with deep learning to enable high-resolution dynamic deuterium MR spectroscopic imaging
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 1770, 2021.
  35. Y. Li, J. Xiong, R. Guo, Y. Zhao, Z.-P. Liang
    Improved estimation of myelin water fractions with learned parameter distributions
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0731, 2021.
  36. R. Guo, Y. Zhao, Y. Li, Y. Li, Z.-P. Liang
    Rapid parametric mapping using the unsuppressed water signals in metabolic imaging of the brain
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0554, 2021.
  37. R. Guo, Y. Zhao, Y. Li, P. Bhattacharyya, M. Lowe, H. M. Wiesner, Y. Li, X.-H. Zhu, W. Chen, Z.-P. Liang
    Fast high-resolution 1H-MRSI of the human brain at 7T
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3713, 2021.
  38. Y. Zhang, Y. Zhao, Y. Li, R. Guo, Y. Li, Z.-P. Liang
    Removal of subcutaneous lipid signals from spin-echo 1H-MRSI brain data using an FID reference and machine learning
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0751, 2021.
  39. T. Zhang, R. Guo, Y. Li, Y. Zhao, Z.-P. Liang, Y. Li
    Improved T2' mapping in simultaneous neurometabolic and oxygenation imaging experiments
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0245, 2021.
  40. P. Bhattacharyya, R. Guo, Y. Li, Y. Zhao, Z.-P. Liang, M. J. Lowe
    Reproducibility of high-resolution 1H-MRSI at 7T using SPICE
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2006, 2021.
  41. H. M. Wiesner, R. Guo, Y. Li, Y. Zhao, Z.-P. Liang, X.-H. Zhu, W. Chen
    High-resolution 3D phosphorus metabolic imaging of the human brain at 7T using SPICE
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0235, 2021.
  42. T. Zhang, R. Guo, T. Wang, Z. Lin, Y. Li, Y. Zhao, J. Liu, D. Wu, Z. Jin, X. Yu, Z.-P. Liang, Y. Li
    Simultaneous oxygenation and metabolic imaging relates oxygen and neuronal metabolism in acute stroke
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 4322, 2021.
  43. Z. Lin, T. Wang, R. Guo, Y. Li, Y. Zhao, T. Zhang, J. Liu, X. Yu, Z.-P. Liang, Y. Li
    Assessment of symptom onset time in ischemic stroke patients using fast high-resolution 3D 1H-MRSI
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0874, 2021.
  44. B. Bo, T. Wang, R. Guo, Y. Li, Y. Zhao, T. Zhang, Z. Lin, Z. Meng, J. Liu, X. Yu, Z.-P. Liang, Y. Li
    Longitudinal changes in neurometabolite levels from acute to subacute stroke: a pilot study using fast high-resolution 3D 1H-MRSI
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0877, 2021.
  45. T. Wang, D. Wang, Y. Hu, R. Guo, Y. Li, Y. Zhao, J. Liu, Z.-P. Liang, Y. Li
    Simultaneous myelin water imaging and 3D 1H-MRSI relates myelin damage to neurometabolic alterations in mild traumatic brain injury patients
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3722, 2021.
  46. H. Huang, J. Wang, M. Zhang, W. Liu, L. Tang, Y. Zhao, R. Guo, Y. Li, Z.-P. Liang, Y. Li, B. Li, J. Luo
    Simultaneous 18F-FDG-PET and 1H-MRSI in temporal lobe epilepsy reveals metabolic alterations concordant with SEEG epileptogenicity
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0037, 2021.
  47. L. Tang, H. Huang, Y. Zhao, R. Guo, Y. Li, Z.-P. Liang, J. Luo
    Multimodal 1H-MRSI and 18F-FDG-PET in temporal lobe epilepsy
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3715, 2021.
  48. J. Hu, M. Zhang, Y. Zhang, R. Guo, Y. Li, Y. Zhao, Z. Meng, B. Li, J. Liu, B. Li, J. Luo, C. Ma, G. E. Fakhri, Z.-P. Liang, Y. Li
    Simultaneous 3D 1H-MRSI and PET imaging associates neurometabolism with beta-amyloid aggregation in Alzheimer's disease
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3717, 2021.
  49. Y. Li, Y. Zhao, R. Guo, F. Yu, X.-H. Zhu, W. Chen, Z.-P. Liang
    Rapid dynamic deuterium MR spectroscopic imaging using deep-SPICE
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2984, 2020.
  50. Y. Li, Y. Guan, Z. Meng, F. Yu, R. Guo, Y. Zhao, T. Wang, Y. Li, Z.-P. Liang
    An information theoretical framework for machine learning based MR image reconstruction
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3612, 2020.
  51. X.-H. Zhu, T. Wang, Y. Zhao, Y. Li, R. Guo, Y. Zhang, W. Low, Z.-P. Liang, W. Chen
    Dynamic deuterium MRS imaging of brain tumor with enhanced sensitivity and spatiotemporal resolution
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0271, 2020.
  52. R. Guo, Y. Li, Y. Zhao, T. Wang, Y. Li, B. Sutton, and Z.-P. Liang
    High-resolution QSM for simultaneous QSM/MRSI
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0159, 2020.
  53. R. Guo, Y. Li, Y. Zhao, Y. Li, Z.-P. Liang
    Making SPICE spicier with sparse sampling of (k, t)-space and learned subspaces
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0393, 2020.
  54. Z. Meng, Y. Li, R. Guo, T. Wang, Y. Zhao, F. Yu, B. Sutton, Y. Li, Z.-P. Liang
    Accelerated T2 mapping by integrating two-stage learning with sparse modeling
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0889, 2020.
  55. Y. Li, Z. Lin, T. Wang, T. Zhang, R. Guo, Y. Li, Y. Zhao, Z. Meng, J. Liu, X. Yu, Z.-P. Liang
    Penumbra identification in acute stroke using fast 3D 1H-MRSI
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0383, 2020.
  56. T. Zhang, T. Wang, Z. Lin, R. Guo, Y. Li, Y. Zhao, Z. Meng, J. Liu, D. Wu, Z. Jin, X. Yu, Z.-P. Liang, Y. Li
    Simultaneous high-resolution 3D MRSI and oxygen extraction fraction mapping in acute stroke using SPICE
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0379, 2020.
  57. P. Yu, T. Wang, Y. Hu, Y. Li, R. Guo, Y. Zhao, Z. Meng, X. Yu, Z.-P. Liang
    Differentiation between Glioblastomas and Cerebral Metastases using high-resolution 3D MRSI
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0405, 2020.
  58. T. Wang, J. Hu, D. Wang, Y. Hu, J. Sun, J. Liu, Y. Li, R. Guo, Y. Zhao, Z. Meng, Z.-P. Liang, Y. Li
    Altered neurometabolic changes in acute mild traumatic brain injury patients: A SPICE study
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0919, 2020.
  59. J. Hu, M. Zhang, R. Guo, Y. Li, W. Sun, D. Wang, H. Huang, Y. Zhao, Z. Meng, B. Li, J. Liu, J. Luo, X. Yu, Z.-P. Liang, Y. Li
    Fast 3D high-resolution metabolic imaging in Alzheimer's disease using SPICE
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0215, 2020.
  60. H. Huang, M. Zhang, R. Guo, Y. Li, Y. Zhao, J. Hu, H. Meng, X. Huang, X. Lin, W. Liu, B. Li, B. Sun, Y. Li, Z.-P. Liang, J. Luo
    Simultaneous 18F-FDG-PET and 1H-MRSI metabolic imaging in epilepsy patients: A feasibility study
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0929, 2020.
  61. L. Tang, Y. Zhao, Y. Li, R. Guo, B. Clifford, C. Ma, Z.-P Liang, J. Luo
    Accelerated J-resolved 1H-MRSI with limited and sparse sampling of (k,tJ)-space
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2486, 2019.
  62. Y. Li, R. Guo, Y. Zhao, T. Wang, Z. Meng, Y. Li, Z.-P Liang
    Rapid high-resolution simultaneous acquisition of metabolites, myelin water fractions, and tissue susceptibility of the whole brain using "SPICY" 1H-MRSI
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0946, 2019.
  63. Y. Li, R. Guo, Y. Zhao, Y. Chen, B. Clifford, T. Wang, C. Wang, Y. Du, Y. Li, Z.-P Liang
    A model-based method for estimation of myelin water fractions
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 4902, 2019.
  64. R. Guo, Y. Zhao, Y. Li, Y. Li, Z.-P Liang
    High-resolution simultaneous mapping of brain function and metabolism
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 4669, 2019.
  65. R. Guo, Y. Zhao, Y. Li, Y. Li, Z.-P Liang
    Mapping brain neurochemical and functional coupling using dynamic SPICE
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 3735, 2019.
  66. T. Wang, J. Liu, T. Zhang, Z. Meng, D. Wang, K. Xue, Y. Li, R. Guo, Y. Zhao, X. Yu, Z.-P Liang, Y. Li
    Metabolic imaging of traumatic brain injuries using ultrahigh-resolution 1H-MRSI
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0076, 2019.
  67. J. Liu, Y. Li, T. Wang, T. Zhang, Z. Meng, K. Xue, R. Guo, Y. Zhao, Y. Du, Q. Chen, Z.-P Liang, Y. Li
    Multimodal imaging of brain tumors using high-resolution 1H-MRSI without water suppression
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 0856, 2019.
  68. T. Zhang, T. Wang, Z. Meng, K. Xue, Y. Li, R. Guo, Y. Zhao, J. Liu, J. Zheng, X. Yu, Z.-P Liang, Y. Li
    Rapid high-resolution metabolic imaging of stroke using SPICE
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 2250, 2019.
  69. C. Gao, C. Ma, Y. Zhao, K. Ying, Y. Petibon, J. Ackerman, C. Huang, G. Fakhri, J. Ouyang
    Unified rigid motion compensation using wireless MR active markers for simultaneous PET/MR imaging of the brain
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 1310, 2017.
  70. J. Xu, Y. Zhao, K. Ying
    Joint reconstruction of simultaneous PET/MR imaging with motion correction using a B-spline motion model
    Annual Meeting of International Society for Magnetic Resonance in Medicine, pp. 1272, 2017.
  71. G. Xing, Y. Zhao, M. Modestov, C. Zhou, Y. Gao, C. K. Law
    Thermal-diffusional instability in white dwarf flames: Regimes of flame pulsation
    10th U.S. National Combustion Meeting, 2017.