AWARD-WINNING WORK |   TOTAL PUBLICATION LIST |  


TEXTBOOK

  • Z.-P. Liang, P. C. Lauterbur, Principles of Magnetic Resonance Imaging: A Signal Processing Perspective , IEEE Press/John Wiley, November 1999. (link)

MAJOR REVIEW

  • Z.-P. Liang, F. E. Boada, R. T. Constable, E. M. Haacke, P. C. Lauterbur, M. R. Smith. "Constrained Reconstruction Methods in MR Imaging," Reviews of Magnetic Resonance in Medicine, vol. 4, pp. 67-185, 1992. (pdf)

Ph.D. Thesis

  • Z.-P. Liang. "Constrained Image Reconstruction from Incomplete and Noisy Data: A New Parametric Approach" (pdf)

BOOK CHAPTERS

  • Z.-P. Liang, P. C. Lauterbur, "Reduced-Scan Imaging," in Principles of MRI: Selected Topics, edited by J. P. Whalen and J. A. Markisz, Appleton & Lange, pp. 199-220,1998.
  • Z.-P. Liang, E. M. Haacke, "Magnetic Resonance Imaging," in Encyclopedia of Electrical and Electronics Engineering, edited by J. G. Webster, John Wiley & Sons, vol. 2, pp. 412-426, 1999.
  • Z.-P. Liang, Jim Ji, E. M. Haacke, "Introduction to Image Reconstruction," in Signal Processing for Magnetic Resonance Imaging and Spectroscopy, edited by H. Yang, M. Dekker, pp. 1-16, 2002.
  • L. Ying, Z.-P. Liang, "Advanced Image Reconstruction Methods in MRI," in Advanced Image Processing in Magnetic Resonance Imaging, edited by L. Landini, Marcel Dekker, pp. 39-58, 2005.
  • J. Tsao, J. X. Ji, Z.-P. Liang, "Interpolation Techniques in Multimodality Image Registration and Their Application," in Medical imaging systems: technology & applications series, edited by Cornelius Leondes, World Scientific Publishing Co., Inc., pp. 255-295, 2005.
  • Y. Zhuo, X.-L. Wu, J. P. Haldar, T. Marin, W.-m. Hwu, Z.-P. Liang, B. P. Sutton, "Using GPUs to Accelerate Advanced MRI Reconstruction with Field Inhomogeneity Compensation," in GPU Computing Gems Emerald Edition, edited by W.-m. W. Hwu, Elsevier Inc., pp. 709-722, 2011.
  • L. Ying, Z.-P. Liang, "Image Reconstruction in MRI," in Brain Mapping: An Encyclopedic Reference edited by A. Toga, P. Thompson, and K. Friston, Elsevier Inc., pp. 223-229, 2015.
  • C. Ma, F. Lam, Z.-P. Liang, "Encoding and Decoding with Prior Knowledge: From SLIM to SPICE," in Handbook of Magnetic Resonance Spectroscopy, edited by P. Bottomley, John Wiley & Sons, pp. 535-542, 2015.

JOURNAL PUBLICATIONS
  • Y. Li, J. Xiong, R. Guo, Y. Zhao, Y. Li, Z.-P. Liang, "Improved estimation of myelin water fractions with learned parameter distributions," Magn. Reson. Med., 86: 2795– 2809, 2021. (link)
  • 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," Magn. Reson. Med. (Rapid Communications), 86: 625– 636, 2021. (link)
  • Z. Meng, R. Guo, Y. Li, Y. Guan, T. Wang, Y. Zhao, B. Sutton, Y. Li, Z.-P. Liang, "Accelerating T2 mapping of the brain by integrating deep learning priors with low-rank and sparse modeling,” Magn. Reson. Med., 85: 1455– 1467, 2020. (link)
  • K. Kim, Y. Gu, C. Y. Wang, B. Clifford, S. Huang, Z.-P. Liang, X. Yu, "Quantification of creatine kinase reaction rate in mouse hindlimb using phosphorus-31 magnetic resonance spectroscopic fingerprinting," NMR in Biomedicine, 34:e4435, 2021. (link)
  • R. Guo, Y. Zhao, Y. Li, T. Wang, Y. Li, B. Sutton, Z.-P. Liang, "Simultaneous QSM and metabolic imaging of the brain using SPICE: Further improvements in data acquisition and processing," Magn. Reson. Med., 85: 970– 977, 2021. (link)
  • X. Peng, B. Sutton, F. Lam, Z.-P. Liang, "DeepSENSE: Learning coil sensitivity functions for SENSE reconstruction using deep learning," Magn. Reson. Med., 2021. (link)
  • Y. Li, Y. Zhao, R. Guo, T. Wang, Y. Zhang, M. Chrostek, W. C. Low, X.-H. Zhou, Z.-P. Liang, W. Chen, "Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging," in IEEE Transactions on Medical Imaging, vol. 40, no. 12, pp. 3879-3890, Dec. 2021. (link)
  • Y. Li, T. Wang, T. Zhang, Z. Lin, Y. Li, R. Guo, Y. Zhao, Z. Meng, J. Liu, X. Yu, Z.-P. Liang, P. Nachev, "Fast high-resolution metabolic imaging of acute stroke with 3D magnetic resonance spectroscopy," Brain, Pages 3225–3233, Volume 143, Issue 11, November 2020. (link)
  • L. Tang, Y. Zhao, Y. Li, R. Guo, B. Clifford, G. E. Fakhri, C. Ma, Z.-P. Liang, J. Luo, "Accelerated J-resolved 1H-MRSI with limited and sparse sampling (k, t1, t2)-space," Magn. Reson. Med, 85, 1, (30-41), 2020. (link)
  • B. Clifford, Y. Gu, Y. Liu, K. Kim, S. Huang, Y. Li, F. Lam, Z.-P. Liang, X. Yu., "High-Resolution Dynamic 31P-MR Spectroscopic Imaging for Mapping Mitochondrial Function," in IEEE Transactions on Biomedical Engineering, vol. 67, no. 10, pp. 2745-2753, Oct. 2020. (link)
  • R. Guo, Y. Zhao, Y. Li, Y. Li, Z.‐P. Liang. "Simultaneous metabolic and functional imaging of the brain using SPICE," Magn. Reson. Med. (Rapid Communications), 82: 1993– 2002, 2019. (link)
  • F. Lam, Y. Li, R. Guo, B. Clifford, Z.-P. Liang, "Ultrafast magnetic resonance spectroscopic imaging using SPICE with learned subspaces," Magn. Reson. Med., 83: 377– 390, 2020. (link)
  • K. R. Thulborn, C. Ma, C. Sun, I. C. Atkinson, T. Claiborne, R. Umathum, S. M. Wright, Z.-P. Liang, "SERIAL transmit – parallel receive (STxPRx) MR imaging produces acceptable proton image uniformity without compromising field of view or SAR guidelines for human neuroimaging at 9.4 Tesla," Journal of Magnetic Resonance, vol. 293, pp. 145–153, 2018. (link)
  • F. Lam, Y. Li, B. Clifford, Z.‐P. Liang, "Macromolecule mapping of the brain using ultrashort‐TE acquisition and reference‐based metabolite removal," Magn. Reson. Med., 79: 2460-2469, 2018. (link)
  • A. T. Mudd, J. E. Fil, L. C. Knight, F. Lam, Z.-P. Liang, and R. N. Dilger, "Early-life iron deficiency reduces brain iron content and alters brain tissue composition despite iron repletion: A neuroimaging assessment," Nutrients, vol. 10, p. 135, 2018. (link)
  • X. Peng, F. Lam, Y. Li, B. Clifford, Z.‐P. Liang, "Simultaneous QSM and metabolic imaging of the brain using SPICE," Magn. Reson. Med, 79: 13-21, 2018. (link)
  • Y. Li, F. Lam, B. Clifford, Z.-P. Liang, "A Subspace Approach to Spectral Quantification for MR Spectroscopic Imaging," in IEEE Transactions on Biomedical Engineering, vol. 64, no. 10, pp. 2486-2489, Oct. 2017. (link)
  • C. Ma, B. Clifford, Y. Liu, Y. Gu, F. Lam, X. Yu, Z.‐P. Liang, "High‐resolution dynamic 31P‐MRSI using a low‐rank tensor model," Magn. Reson. Med., 78: 419-428, 2017. (link)
  • Q. Ning, C. Ma, F. Lam, Z.-P. Liang, "Spectral Quantification for High-Resolution MR Spectroscopic Imaging with Spatiospectral Constraints," in IEEE Transactions on Biomedical Engineering, vol. 64, no. 5, pp. 1178-1186, May 2017. (link)
  • C. Ma, F. Lam, Q. Ning, C.L. Johnson, Z.‐P. Liang, "High‐resolution 1H‐MRSI of the brain using short‐TE SPICE," Magn. Reson. Med., 77: 467-479, 2017. (link)
  • M. Fu, M.S. Barlaz, J.L. Holtrop, J.L. Perry, D.P. Kuehn, R.K. Shosted, Z.‐P. Liang, B.P. Sutton, "High‐frame‐rate full‐vocal‐tract 3D dynamic speech imaging," Magn. Reson. Med., 77: 1619-1629, 2017. (link)
  • J. He, Q. Liu, A. G. Christodoulou, C. Ma, F. Lam, Z.-P. Liang, "Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors," in IEEE Transactions on Medical Imaging, vol. 35, no. 9, pp. 2119-2129, Sept. 2016. (link)
  • F. Lam, C. Ma, B. Clifford, C.L. Johnson, Z.‐P. Liang, "High‐resolution 1H‐MRSI of the brain using SPICE: Data acquisition and image reconstruction," Magn. Reson. Med., 76: 1059-1070, 2016. (link)
  • Y. Liu, C. Ma, B. A. Clifford, F. Lam, C. L. Johnson, Z.-P. Liang, "Improved Low-Rank Filtering of Magnetic Resonance Spectroscopic Imaging Data Corrupted by Noise and B0 Field Inhomogeneity," in IEEE Transactions on Biomedical Engineering, vol. 63, no. 4, pp. 841-849, April 2016. (link)
  • F. Lam, D. Liu, Z. Song, N. Schuff, Z.‐P. Liang, "A fast algorithm for denoising magnitude diffusion‐weighted images with rank and edge constraints," Magn. Reson. Med., 75: 433-440, 2016. (link)
  • C. Ma, F. Lam, C.L. Johnson, Z.‐P. Liang, "Removal of nuisance signals from limited and sparse 1H MRSI data using a union‐of‐subspaces model," Magn. Reson. Med., 75: 488-497, 2016. (link)
  • B. Zhao, W. Lu, T. K. Hitchens, F. Lam, C. Ho, Z.-P. Liang, "Accelerated MR parameter mapping with low-rank and sparsity constraints," Magn. Reson. Med., vol. 74, no. 2, pp. 489-498, 2015. (link)
  • C. Ma, Z.-P. Liang, "Design of multidimensional Shinnar-Le Roux radiofrequency pulses," Magn. Reson. Med., vol. 73, no. 2, pp. 633-645, 2015. (link)
  • M. Fu, B. Zhao, C. Carignan, R. K. Shosted, J. L. Perry, D. P. Kuehn, Z.-P. Liang, B. P. Sutton, "High-Resolution dynamic speech imaging with joint low-rank and sparsity constraints," Magn. Reson. Med., vol. 73, no. 5, pp. 1820-1832, 2015. (link)
  • C. Carignan, R. K. Shosted, M. Fu, Z.-P. Liang, B. P. Sutton, "A real-time MRI investigation of the role of lingual and pharyngeal articulation in the production of the nasal vowel system of French," J Phonetics., 2015, vol. 50, pp. 34-51. (link)
  • F. Lam, S. D. Babacan, J. P. Haldar, M. W. Weiner, N. Schuff, Z.-P. Liang, "Denoising diffusion-weighted magnitude MR images using rank and edge constraints," Magn. Reson. Med., vol. 71, pp. 1272-1284, 2014.(link)
  • F. Lam, Z.-P. Liang, "A subspace approach to high-resolution spectroscopic imaging," Magn. Reson. Med., vol. 71, pp. 1349-1357, 2014.(link)
  • A. G. Christodoulou, P. Kellman, Z.-P. Liang, "Accelerating cardiovascular magnetic resonance imaging: Signal processing meets nuclear spins," IEEE Signal Process. Mag., vol. 31, pp. 138-143, 2014.(link)
  • B. Zhao, F. Lam, Z.-P. Liang, "Model-based MR parameter mapping with sparsity constraints: Parameter estimation and performance bounds," IEEE Trans. Med. Imaging, vol. 33, pp. 1832-1844, 2014.(link)
  • A. G. Christodoulou, T. K. Hitchens, Y. L. Wu, C. Ho, Z.-P. Liang, "Improved subspace estimation for low-rank model-based accelerated cardiac imaging," IEEE Trans. Biomed. Eng., vol. 61, pp. 2451-2457, 2014.(link)
  • A. G. Christodoulou, H. Zhang, B. Zhao, T. K. Hitchens, C. Ho, Z.-P. Liang, "High-resolution cardiovascular MRI by integrating parallel imaging with low-rank and sparse modeling," IEEE Trans. Biomed. Eng., vol. 60, pp. 3083-3092, 2013.(link)
  • C. Ma, D. Xu, K. F. King, Z.-P. Liang, "Reduced field-of-view excitation using second-order gradients and spatial-spectral radiofrequency pulses," Magn. Reson. Med., vol. 69, no. 2, pp. 503-508, 2013.(link)
  • J. Gai, N. Obeid, J. L. Holtrop, X.-L. Wu, F. Lam, M. Fu, J. P. Haldar, W.-M., Hwu, Z.-P. Liang, B. P. Sutton, "More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs," J. Parallel and Distributed Computing, vol. 73, no. 5, pp. 686-697, 2013.(link)
  • J. P. Haldar, V. J. Wedeen, M. Nezamzadeh, G. Dai, M. W. Weiner, N. Schuff, Z.-P. Liang, "Improved diffusion imaging through SNR-enhancing joint reconstruction," Magn. Reson. Med., vol. 69, no. 1, pp. 277-89, 2013.(link)
  • H. Nguyen, X. Peng, M. Do, Z.-P. Liang, "Denoising MR spectroscopic imaging data with low-rank approximations," IEEE Trans. Biomed. Eng., vol. 60, pp. 78-89, 2013.(link)
  • B. Zhao, J. P. Haldar, A. G. Christodoulou, Z.-P. Liang, "Image reconstruction from highly undersampled (k,t)-space data with joint partial separability and sparsity constraints," IEEE Trans. Med. Imaging, vol. 31, no. 9, pp. 1809-1820, 2012.(link)
  • C. Ma, D. Xu, K. F. King, Z.-P. Liang, "Joint design of spoke trajectories and RF pulses for parallel excitation," Magn. Reson. Med., vol. 65, pp. 973-985, 2011. (link)
  • J. P. Haldar, D. Hernando, Z.-P. Liang, "Compressed-sensing MRI with random encoding," IEEE Trans. Medical Imaging, vol. 30, pp. 893-903, 2011.(link)
  • D. Hernando , D.C. Karampinos, K.F. King, J.P. Haldar, S. Majumdar, J.G. Georgiadis, Z.-P. Liang. "Removal of Olefinic fat chemical shift artifact in diffusion MRI," Magn. Reson. Med., vol. 65, pp. 692-701, 2011.(link)
  • J. P. Haldar, Z. Wang, G. Popescu, Z.-P. Liang, "Deconvolved spatial light interference microscopy for live cell imaging," IEEE Trans. Biomed. Eng., vol. 58, pp. 2489-2497, 2011.(link)
  • L. Ying, Z.-P. Liang, "Parallel MRI using phased array coils: Multichannel sampling theorem meets spin physics," IEEE Signal Process. Mag., 90-98, July, 2010. (link)
  • D. Hernando, Z.-P. Liang, P. Kellman, "Chemical shift-based water/fat separation: A comparison of signal models," Magn. Reson. Med, 64:811-822, 2010.(link)
  • D. Hernando, P. Kellman, J. P. Haldar, Z.-P. Liang, "Robust water/fat separation in the presence of large field inhomogeneities using a graph-cut algorithm," Magn. Reson. Med., vol. 63, pp. 79-90, 2010.(link)
  • C. Brinegar, S. S. Schmitter, N. N. Mistry, G. A. Johnson, Z.-P. Liang, "Improving temporal resolution of pulmonary perfusion in rats using the partially separable function model," Magn. Reson. Med., 64:1162-1170, 2010.(link)
  • J. H. Kim, J. Haldar, Z.-P. Liang, S.-K. Song, "Diffusion tensor imaging of mouse brain stem and cervical spinal cord," J. Neuroscience Methods, vol. 176, pp. 186-191, 2009.(link)
  • P. Kellman, D. Hernando, S. Shah, S. Zuehlsdorff, R. Jerecic, C. Mancini, Z.-P. Liang, A.E. Arai, "Multi-echo Dixon fat and water separation method for detecting fibro-fatty infiltration in the myocardium," Magn. Reson. Med., vol. 61, pp. 215-221, 2009.(link)
  • D. Hernando, J. P. Haldar, B. P. Sutton, J. Ma, P. Kellman, Z.-P. Liang, "Joint estimation of water/fat images and field inhomogeneity map," Magn. Reson. Med., vol. 59, pp. 571-580, 2008.(link)
  • J. P. Haldar, D. Hernando, S.-K. Song, Z.-P. Liang, "Anatomically constrained reconstruction from noisy data," Magn. Reson. Med., vol. 58, pp. 810-818, 2008.(link)
  • S. S. Stone, J. P. Haldar, S. C. Tsao, W.-M. W. Hwu, B. P. Sutton, Z.-P. Liang, "Accelerating advanced MRI reconstructions on GPUs," J. Parallel and Distributed Computing, vol. 68, pp. 1307-1318, 2008. (link)
  • D. Xu, K.F. King, Y. Zhu, G.C. McKinnon, Z.-P. Liang, "Designing multichannel, multidimensional, arbitrary flip angle RF pulses using an optimal control approach," Magn. Reson. Med., Vol.59, pp. 547-560, 2008. (link)
  • D. Xu, K. F. King, Z.-P. Liang, "Variable slew-rate spiral design: theory and application to peak B1 amplitude reduction in 2D RF pulse design," Magn. Reson. Med., vol. 58, pp. 835-842, 2007. (link)
  • D. Xu, K. F. King, Y. Zhu, G. C. McKinnon, Z.-P. Liang, "A non-iterative method to design large-tip-angle multidimensional spatially selective radiofrequency pulses for parallel transmission," Magn. Reson. Med., vol. 58, pp. 326-334, 2007.(link)
  • M. Jacob, X. Zhu, A. Ebel, N. Schuff, Z.-P. Liang, "Improved model-based magnetic resonance spectroscopic imaging," IEEE Trans. Med. Imaging, vol. 26, pp. 1305-1318, 2007.(link)
  • D. Xu, K. F. King, Z.-P. Liang, "Improving k-t SENSE by adaptive regularization," Magn. Reson. Med., vol. 57, pp. 918-930. 2007. (link)
  • L. Yuan, L. Ying, D. Xu, Z.-P. Liang, "Truncation effects in SENSE reconstruction," Magn. Reson. Imaging, 24(10):1311-1318, 2006. (link)
  • D. Huo, D. Xu, Z.-P. Liang, D. Wilson, "Application of perceptual difference model on regularization techniques of parallel MR imaging," Magn. Reson. Imaging, vol. 24, pp. 123-132, 2006. (link)
  • L. Ying, Z.-P. Liang, D. C. Munson, R. Koetter, B. J. Frey, "Unwrapping of MR phase images using a Markov random field model," IEEE Trans. Med. Imaging, 25(1), pp. 128-136, 2006. (link)
  • H. Pan, S. E. Levinson, T. S. Huang, Z.-P. Liang, "A fused hidden Markov model with application to bimodal speech processing," IEEE Trans. Signal Processing, vol. 53, pp. 573- 581, 2004.(link)
  • Z.-P. Liang, B. Madore, G. H. Glover, N. J. Pelc, 'Fast algorithms for GS model-based image reconstruction in data-sharing Fourier imaging," IEEE Trans. Med. Imaging, vol. 22, pp. 1026-1030, 2003.(link)
  • J. Ji, H. Pan, Z.-P. Liang, "Further analysis of interpolation effects in mutual information-based image registration," IEEE Trans. Med. Imaging, vol. 22, pp. 1131-1140, 2003. (link)
  • Y. Sun, D. Yang, Q. Ye, M. Williams, J. M. F. Moura, F. Boada, Z.-P. Liang, C. Ho, "Improved spatiotemporal resolution of USPIO-enhanced dynamic imaging of rat kidneys," J. Magn. Reson. Imaging, vol. 21, pp. 593-598, 2003.(link)
  • H. Pan, Z.-P. Liang, T. S. Huang, "Estimation of the joint probability of multisensory signals," Pattern Recognition Letters, vol. 22, pp. 1431-1437, 2001. (link)
  • M. B. Skouson, Q. Guo, Z.-P. Liang, "A bound on mutual information for image registration," IEEE Trans. Med. Imaging, vol. 20, pp. 843-846, 2001. (link)
  • M. T. Banich, M. P. Milham, R. A. Atchley, N. J. Cohen, A. G. Webb, T. Wszalek, A. F. Kramer, Z.-P. Liang, A.Wright, J. Shenker, V. Barad, D. Gullett, C. Shah, C. Brown, "fMRI studies of Stroop tasks reveal unique roles of anterior and posterior brain systems in attentional selection," J. Cognitive Neuroscience, vol. 12 (6), pp. 988-1000, 2000.(link)
  • M. T. Banich, M. P. Milham, R. A. Atchley, N. J. Cohen, A. Webb, T. Wszalek, A. F. Kramer, Z.-P. Liang, V. Barad, D. Gullett, C. Shah, C. Brown, "Prefrontal regions play a predominant role in imposing an attentional 'set': Evidence from fMRI," Cogn. Brain Res. vol. 10, pp.1-9, 2000.(link)
  • E. M. Haacke, Z.-P. Liang, "Challenges of imaging structure and function with magnetic resonance imaging: The need for new image reconstruction and processing tools," IEEE-BMES Magazine, vol. 9(5), pp. 55-62, 2000.(link)
  • C. P. Hess, Z.-P. Liang, P. C. Lauterbur, "Maximum cross-entropy generalized series reconstruction," Int. J. Imaging Syst. Techn, vol. 10, pp. 258-265, 1999.
  • J. A. Kmiecik, C. D. Gregory, Z.-P. Liang, P. C. Lauterbur, M. J. Dawson, "Lactate quantitation in a gerbil brain stroke model by GSLIM of multiple-quantum-filtered signals," J. Magn. Reson. Imaging, vol. 9, pp. 539-543, 1999. (link)
  • F. Boada, Z.-P. Liang, E. M. Haacke, "Improved parametric reconstruction using variable projection optimization," Inverse Problems, vol. 14, pp. 19-27, 1998.(link)
  • X. Zhou, Z.-P. Liang, S. L. Gewalt, G. P. Cofer, P. C. Lauterbur, G. A. Johnson, "A fast spin-echo imaging with circular k-space sampling," Magn. Reson. Med., vol. 39, pp. 23-27, 1998. (link)
  • Z.-P. Liang, D. C. Munson, "Partial Radon transforms," IEEE Trans. Image Processing, vol. 6, pp. 1467-1469, 1997. (link)
  • C. P. Hess, H. Jiang, J. M. Hanson, Z.-P. Liang, "A software system for interactive MR signal processing," Magn. Reson. Imaging, vol. 15, pp. 127-130, 1997. (link)
  • Z.-P. Liang, H. Jiang, C. P. Hess, P. C. Lauterbur, "Dynamic imaging by model estimation," Int'l J. Imaging Syst. Techn., vol. 8, p. 551-557, 1997. (link)
  • Z.-P. Liang, H. Pan, R. L. Magin, N. Ahuja, T. S. Huang, "Automated registration of multimodality images by maximization of a region similarity measure," Int'l J. Imaging Syst. Techn., vol. 8, pp. 513-518, 1997. (link)
  • J. A. Kmiecik, C. D. Gregory, Z.-P. Liang, D. E. Hrad, P. C. Lauterbur, M. J. Dawson, "Quantitative lactate imaging of skeletal muscle at macroscopic and microscopic resolutions using a zero-quantum/double-quantum filter and SLIM/GSLIM localization," Magn. Reson. Med., vol. 37, pp. 840-850, 1997.(link)
  • S. Xu, Y. Yang, C. D. Gregory, J. C. Vary, Z.-P. Liang, M. J. Dawson, "Biochemical heterogeneity in hysterectomized uterus measured by 31P NMR using SLIM localization," Magn. Reson. Med., vol. 37, pp. 736-743, 1997. (link)
  • J. M. Hanson, Z.-P. Liang, R. L. Magin, J. L. Duerk, P. C. Lauterbur, "A comparison of RIGR and SVD dynamic imaging methods," Magn. Reson. Med., vol. 38, pp. 155-161, 1997. (link)
  • Z.-P. Liang, P. C. Lauterbur, "Constrained imaging: Overcoming the limitations of the Fourier series," IEEE-BMES Magazine, vol. 15, No. 5, pp. 126-132, 1996. (link)
  • C. P. Hess, Z.-P. Liang, "A data-consistent linear prediction method for image reconstruction from finite Fourier samples," Int. J. Imaging Syst. Techn., vol. 6, pp. 136-140, 1996.(link)
  • J. L. Duerk, D. H. Wu, Y. C. Chung, Z.-P. Liang, J. S. Lewin, "A simulation study of SVD encoding for interventional MRI: Effects of object rotation and needle insertion," J. Magn. Reson. Imaging, vol. 6, pp. 957-960, 1996. (link)
  • J. M. Hanson, Z.-P. Liang, E. C. Weiner, P. C. Lauterbur, "Fast dynamic imaging using two reference images," Magn. Reson. Med., vol. 36, pp. 172-175, 1996. (link)
  • Z.-P. Liang, "A model based phase unwrapping method," IEEE Trans. Med. Imaging, vol. 15, pp. 893-897, 1996. (link)
  • S. Chandra, Z.-P. Liang, A. G. Webb, H. Lee, H. D. Morris, P. C. Lauterbur, "Application of reduced-encoding imaging with generalized series reconstruction (RIGR) in dynamic MR imaging," J. Magn. Reson. Imaging, vol. 6, pp. 783-797, 1996. (link)
  • Z.-P. Liang, "Unification of the inverse Radon transform in odd and even dimensions," IEEE Trans. Med. Imaging, vol. 13, pp. 757-758, 1995. (link)
  • Z.-P. Liang, P.C. Lauterbur, "An efficient method for dynamic magnetic resonance imaging," IEEE Trans. Med. Imaging, vol. 13, pp. 677-686, 1994. (link)
  • X. Zhou, Z.-P. Liang, G.P. Cofer, C.F. Beaulieu, A. Suddarth, G.A. Johnson, "Reduction of ringing and blurring artifacts with fast spin-echo images," Magn. Reson. Imaging , vol. 3, pp. 803-807, 1993.(link)
  • Z.-P. Liang, P.C. Lauterbur, "A theoretical analysis of the SLIM technique," J. Magn. Reson., Series B, vol. 102, pp. 54-60, 1993. (link)
  • A. Webb, Z.-P. Liang, R. L. Magin, P.C. Lauterbur, "Reduced-encoding imaging by generalized series reconstruction (RIGR): Applications to biological MRI," J. Magn. Reson. Imaging, vol. 3, pp. 925-928, 1993.
  • Z.-P. Liang, F.E. Boada, R.T. Constable, E.M. Haacke, P.C. Lauterbur, M.R. Smith, "Constrained reconstruction methods in MR imaging," Rev. Magn. Reson. Med., vol. 4, pp. 67-185, 1992.(link)
  • Z.-P. Liang, P.C. Lauterbur, 'A generalized series approach to MR spectroscopic imaging," IEEE Trans. Med. Imaging, vol. 10, pp. 132-137, 1991.(link)
  • S. Amartur, Z.-P. Liang, F. Boada, E.M. Haacke, "Phase-constrained data extrapolation method for reduction of truncation artifacts," J. Magn. Reson. Imaging, vol. 1, pp. 721-724, 1991. (link)
  • E.M. Haacke, Z.-P. Liang, F. Boada, "Image reconstruction using projection onto convex sets, model constraints and linear prediction theory for the removal of phase, motion, and Gibbs artifacts in magnetic resonance and ultrasound imaging," Optical Engineering, vol. 29, pp. 555-566, 1990. (link)
  • Z.-P. Liang, E.M. Haacke, C.W. Thomas, "High resolution inversion of limited Fourier transform data using a localized polynomial approximation model," Inverse Problems, vol. 5, pp. 831-847, 1989. (link)
  • E.M. Haacke, Z.-P. Liang, S.H. Izen, "Constrained reconstruction: A superresolution, optimal signal-to-noise, alternative to the Fourier transform in magnetic resonance imaging," Medical Physics, vol. 16, pp. 388-397, 1989. (link)
  • E.M. Haacke, Z.-P. Liang, S.H. Izen, "Superresolution reconstruction through object modeling and estimation," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 592-595, 1989.(link)
  • F. Boada, E.M. Haacke, W. Tobocman, K. Santosh, Z.-P. Liang, "Superresolution applied to ultrasound scattering," Inverse Problems, vol. 5, pp. L21-L26, 1989. (link)
  • E.M. Haacke, Z.-P. Liang, J.A. Tkach, "T2 deconvolution in MR imaging and NMR spectroscopy," J. Magn. Reson., vol. 76, pp. 440-457, 1988. (link)

CONFERENCE PAPERS AND ABSTRACTS
  • 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," Proc. 27th ISMRM Annual Meeting, p. 0946, 2019.
  • Y. Li, R. Guo, Y. Zhao, Y. Chen, B. Clifford, T. Wang, Y. Du, Y. Li, Z.-P. Liang, "A Model-Based Method for Estimation of Myelin Water Fractions ISMRM," Proc. 27th ISMRM Annual Meeting, p. 0511, 2019.
  • R. Guo, Y. Zhao, Y. Li, Y. Li, Z.-P. Liang, "High-Resolution Simultaneous Mapping of Brain Function and Metabolism," Proc. 27th ISMRM Annual Meeting, p. 4669, 2019.
  • R. Guo, Y. Zhao, Y. Li, Y. Li, Z.-P. Liang, "Mapping Brain Neurochemical and Functional Coupling Using Dynamic SPICE," Proc. 27th ISMRM Annual Meeting, p. 3735, 2019.
  • Y. Zhao, Y. Li, R. Guo, B. Clifford, X. Yu, Z.-P. Liang, "Accelerating High-Resolution Semi-LASER 1H-MRSI Using SPICE," Proc. 27th ISMRM Annual Meeting, p. 2478, 2019.
  • 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," Proc. 27th ISMRM Annual Meeting, p. 0076, 2019.
  • 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," Proc. 27th ISMRM Annual Meeting, p. 0856, 2019.
  • T. Zhang, T. Wang, Z. Meng, K. Xue, Y. Li, R. Guo, Y. Zhao, J. Liu, Z. Jin, X. Yu, Z.-P. Liang, Y. Li, "Rapid High-Resolution Metabolic Imaging of Stroke Using SPICE," Proc. 27th ISMRM Annual Meeting, p. 2250, 2019.
  • 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," Proc. 27th ISMRM Annual Meeting, p. 2486, 2019.
  • U. Emir, P. Xia, U. Dydak, X. Zhou, A. Thomas, M. Chiew, R. Guo, Y. Li, Y. Zhao, Z.-P. Liang, "Non-Water suppressed High-Resolution 1H-MRSI of the Brain Using Short-TE SPICE with semi-LASER Concentric Ring Trajectory Acquisition," Proc. 27th ISMRM Annual Meeting, p. 2479, 2019.
  • Y. Li, F. Lam, B. Clifford, R. Guo, X. Peng, Z.-P. Liang, "Constrained MRSI Reconstruction Using Water Side Information with a Kernel-Based Method," Proc. 26th ISMRM Annual Meeting, p. 0166, 2018.
  • Y. Li, F. Lam, R. Guo, B. Clifford, X. Peng, Z.-P. Liang, "Removal of Water Sidebands from 1H-MRSI Data Acquired without Water Suppression," Proc. 26th ISMRM Annual Meeting, p. 4016, 2018.
  • B. Clifford, Y. Gu, Y. Li, Y. Liu, F. Lam, Z.-P. Liang, X. Yu, "Accelerating Low-Rank Tensor Model Based Dynamic 31P-MRSI of Ischemia-Reperfusion in Rat at 9.4T," Proc. 26th ISMRM Annual Meeting, p. 0911, 2018.
  • X. Peng, Y. Li, F. Lam, R. Guo, B. Clifford, Z.-P. Liang, "Constrained Dipole Inversion for Quantitative Susceptibility Mapping Using a Kernel+Sparse Model," Proc. 26th ISMRM Annual Meeting, p. 0195, 2018.
  • Y. Li, Z.-P. Liang, "Constrained Image Reconstruction Using a Kernel+Sparse Model," Proc. 26th ISMRM Annual Meeting, p. 3379, 2018.
  • X. Peng, K. Perkins, B. Clifford, B. Sutton, Z.-P. Liang, "Deep-SENSE Learning Coil Sensitivity Functions for SENSE Reconstruction Using Deep Learning," Proc. 26th ISMRM Annual Meeting, p. 3528, 2018.
  • F. Lam, Y. Li, R. Guo, B. Clifford, X. Peng, Z.-P. Liang, "Further Accelerating SPICE for Ultrafast MRSI Using Learned Spectral Features,"Proc. 26th ISMRM Annual Meeting, p. 1058, 2018.
  • X. Peng, F. Lam, Y. Li, B. Clifford, B. Sutton, Z.-P. Liang,, "Optimal Regularization Parameter Selection for Constrained Reconstruction Using Deep Learning," Proc. 26th ISMRM Annual Meeting, p. 3382, 2018.
  • F. Lam, Y. Li, Z.-P. Liang, "Spectral Quantification for Multiple-TE Spectroscopy Using Spectral Priors and Measured Lineshape Distortion Function," Proc. 26th ISMRM Annual Meeting, p. 1324, 2018.
  • F. Lam, B. Cheng, Z.-P. Liang, "Accelerated J-Resolved MRSI Using Joint Subspace and Sparsity Constraints," Proc. 25th ISMRM Annual Meeting, p. 1202, 2017.
  • Y. Liu, B. Clifford, C. Ma, F. Lam, Z.-P. Liang, X. Yu, "High Resolution Dynamic 31P-MRSI of Ischemia-Reperfusion in Rat Hindlimb at 9.4T Using SPICE," Proc. 25th ISMRM Annual Meeting, p. 2951, 2017.
  • F. Lam, Y. Li, B. Clifford, Z.-P. Liang, "Macromolecule Mapping with Ultrashort-TE Acquisition and Metabolite Spectral Prior," Proc. 25th ISMRM Annual Meeting, p. 5518, 2017.
  • B. Clifford, X. Peng, Y. Li, Z.-P. Liang, F. Lam, "Motion Correction for 1H-MRSI of the Brain Using Unsuppressed Water Signals," Proc. 25th ISMRM Annual Meeting, p. 5528, 2017.
  • X. Peng, F. Lam, B. Clifford, Y. Li, Z.-P. Liang, "Quantitative Susceptibility Mapping from Unsuppressed Water Signals in 1H-MRSI Data," Proc. 25th ISMRM Annual Meeting, p. 1216, 2017.
  • F. Lam, Y. Li, B. Clifford, X. Peng, Z.-P. Liang, "Simultaneous Mapping of Brain Metabolites, Macromolecules and Tissue Susceptibility Using SPICE," Proc. 25th ISMRM Annual Meeting, p. 1249, 2017.
  • Y. Li, F. Lam, B. Clifford, Z.-P. Liang, "A Subspace Approach to Spectral Quantification," Proc. 25th ISMRM Annual Meeting, p. 5467, 2017.
  • F. Lam, H. Lu, Y. Yang, B. Clifford, C. Ma, G. Robinson, Z.-P. Liang, "Ultrahigh-Resolution Metabolic Imaging at 9.4 Tesla," Proc. 24th ISMRM Annual Meeting, p. 0385, 2016.
  • C. Ma, F. Lam, Q. Ning, B. Clifford, R. Larsen, Z.-P. Liang, "A Subspace-Based Approach to High-Resolution 31P-MRSI," Proc. 24th ISMRM Annual Meeting, p. 3956, 2016.
  • Q. Ning, C. Ma, F. Lam, B. Clifford, Z.-P. Liang, "Spectral Quantification of MRSI Data Using Spatiospectral Constraints," Proc. 24th ISMRM Annual Meeting, p. 3947, 2016.
  • B. Clifford, F. Lam, Q. Liu, C. Ma, Z.-P. Liang, "SENSing-SPICE: Integrating Parallel Imaging with Subspace-Based 3D 1H-MRSI," Proc. 24th ISMRM Annual Meeting, p. 3229, 2016.
  • Q. Ning, C. Ma, F. Lam, B. Clifford, Z.-P. Liang, "Removal of Nuisance Signal from Sparsely Sampled 1H-MRSI Data Using Physics-Based Spectral Bases," Proc. 24th ISMRM Annual Meeting, p. 2361, 2016.
  • M. A. Sheikh, F. Lam, C. Ma, B. Clifford, Z.-P. Liang, "Rapid, High-Resolution 3D 1H-MRSI of the Brain Based on FID Acquisitions," Proc. 24th ISMRM Annual Meeting, p. 2353, 2016.
  • C. Ma, F. Lam, Q. Ning, B. Clifford, Q. Liu, C. Johnson, Z.-P. Liang, "High-Resolution Dynamic 31P-MRSI Using High-Order Partially Separable Functions," Proc. 24th ISMRM Annual Meeting, p. 0875, 2016.
  • F. Lam, C. Ma, Q. Ning, Q. Liu, B. Clifford, Z.-P. Liang, "Achieving High Spatiotemporal Resolution for 1H-MRSI of the Brain," Proc. 24th ISMRM Annual Meeting, p. 2356, 2016.
  • C. Ma, F. Lam, Q. Liu, Z.-P. Liang, "Accelerated High-Resolution Multidimensional 1H-MRSI Using Low-Rank Tensors," Proc. 24th ISMRM Annual Meeting, p. 0379, 2016.
  • F. Lam, Q. Ning, C. Ma, B. Clifford, Z.-P. Liang, "3D Metabolite and Neurotransmitter Mapping Using Multiple-TE Encoding with Sparse Sampling," Proc. 24th ISMRM Annual Meeting, p. 3182, 2016.
  • Q. Ning, C. Ma, Z.-P. Liang, "Joint estimation for magnetic resonance spectroscopic imaging with spatial sparsity constraints," Proc. IEEE Int'l Symposium Biomed. Imaging, pp. 1482-1485, 2015.
  • F. Lam, B. Zhao, Z.-P. Liang, "Joint estimation of spherical harmonic coefficients from magnitude diffusion-weighted images from magnitude images with sparsity constraints," Proc. IEEE Int'l Symposium Biomed. Imaging, pp. 947-950, 2015.
  • F. Lam, B. Clifford, C. L. Johnson, Z.-P. Liang, "Ultrahigh resolution 3D 1H-MRSI of the brain: Subspace-based data acquisitions and processing," Proc. 23rd ISMRM Annual Meeting, p. 1715, 2015.
  • M. Fu, J. Holtrop, J. Perry, D. Kuehn, Z.-P. Liang, B. Sutton, "High-resolution full-vocal-tract 3D dynamic speech imaging," Proc. 23rd ISMRM Annual Meeting, p. 0569, 2015.
  • B. Clifford, C. Ma, F. Lam, Z.-P. Liang, "Removal of nuisance signals from limited and sparse 3D 1H-MRSI data of the brain," Proc. 23rd ISMRM Annual Meeting, p. 0984, 2015.
  • A. G. Christodoulou, Z.-P. Liang, "Accelerated multiparameter mapping using low-rank tensors," Proc. 23rd ISMRM Annual Meeting, p. 104, 2015.
  • A. G. Christodoulou, Z.-P. Liang, "3D dynamic T1 mapping of the myocardium using a time-varying subspace," Proc. 23rd ISMRM Annual Meeting, p. 2614, 2015.
  • A. G. Christodoulou, R. Ramb, M. Menza, J. Hennig, Z.-P. Liang, "4D flow imaging incorporating a fluid dynamics model," Proc. 23rd ISMRM Annual Meeting, p. 2735, 2015.
  • C. Ma, F. lam, Q. Ning, C. L. Johnson, Z.-P. Liang, "High-resolution 1H-MRSI of the brain using short-TE SPICE," Proc. 23rd ISMRM Annual Meeting, p. 0992, 2015.
  • A. G. Christodoulou, Y. L. Wu, T. K. Hitchens, C. Ho, Z.-P. Liang, "Self-navigated low-rank MRI for MPIO-labeled immune cell imaging of the heart,"Proc. 36th Annual Int'l Conf. of IEEE-EMBS, 2014.
  • Z. Wu, F. Lam, C. Ma, Z.-P. Liang, "Improved image reconstruction for subspace-based spectroscopic imaging using non-quadratic regularization,"Proc. 36th Annual Int'l Conf. of IEEE-EMBS, 2014.
  • Y. Liu, C. Ma, B. Clifford, F. Lam, Z.-P. Liang, "Field-inhomogeneity-corrected low-rank filtering of magnetic resonance spectroscopic imaging data," Proc. 36th Annual Int'l Conf. of IEEE-EMBS, 2014.
  • C. L. Johnson, J. L. Holtrop, A. G. Christodoulou, M. D. J. McGarry, J. B. Weaver, K. D. Paulsen, Z.-P. Liang, J. G. Georgiadis, B. P. Sutton, "Accelerating MR elastography with sparse sampling and low-rank reconstruction," Proc. 22nd Annual Meeting of ISMRM, p. 325, 2014.
  • A. G. Christodoulou, T. K. Hitchens, Y. L. Wu, Z.-P. Liang, C. Ho, "Accelerated MPIO-labeled cell imaging in the heart," Proc. 22nd Annual Meeting of ISMRM, p. 331, 2014.
  • F. Lam, D. Liu, Z. Song, M. Weiner, N. Schuff, Z.-P. Liang, "A fast algorithm for rank and edge constrained denoising of magnitude diffusion-weighted images," Proc. 22nd Annual Meeting of ISMRM, p. 410, 2014.
  • A. G. Christodoulou, Y. L. Wu, T. K. Hitchens, C. Ho, Z.-P. Liang, "Non-Cartesian navigation for subspace 3D myocardial perfusion imaging," Proc. 22nd Annual Meeting of ISMRM, p. 611, 2014.
  • B. Zhao, A. Sun, K. Ma, R. Li, A. Christodoulou, C. Yuan, and Z.-P. Liang, "Real-time phase contrast cardiovascular flow imaging with joint low-rank and sparsity constraints," Proc. 22nd Annual Meeting of ISMRM, p. 743, 2014.
  • C. Ma, F. Lam, C. Johnson, Z.-P. Liang, "Removal of nuisance lipid signals from limited k-space data in 1H MRSI of the brain," Proc. 22nd Annual Meeting of ISMRM, p. 2887, 2014.
  • F. Lam, C. Ma, T. K. Hitchens, C. Johnson, C. Ho, Z.-P. Liang, "A subspace approach to high-resolution spectroscopic imaging: In vivo experimental results," Proc. 22nd Annual Meeting of ISMRM, p. 2894, 2014.
  • B. Zhao, A. Sun, Z. Zhou, A. Christodoulou, R. Li, C. Yuan, Z.-P. Liang, "Real-time flow MRI with sparse sampling," Abstracts Book, 36th Annual Int'l Conf. of IEEE-EMBS, 2014.
  • F. Lam, C. Ma, B. Clifford, C. Johnson, and Z.-P. Liang, "High-resolution MR spectroscopic imaging," Abstracts Book, 36th Annual Int'l Conf. of IEEE-EMBS, 2014.
  • C. Ma, F. Lam, C. Johnson, Z.-P. Liang, "Removal of the nuisance signals from 1H MRSI data of the brain," Abstract Book, 36th Annual Int'l Conf. of IEEE-EMBS, 2014.
  • Q. Ning, C. Ma, C. Johnson, Z.-P. Liang, "Towards short-TE MR spectroscopic imaging: Spectral decomposition and removal of baseline signals" Abstracts Book, 36th Annual Int'l Conf. of IEEE-EMBS, 2014.
  • B. Zhao, F. Lam, W. Lu, Z.-P. Liang, "Model-based MR parameter mapping with sparsity constraint," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1-4, 2013.
  • F. Lam, C. Ma, Z.-P. Liang, 'Performance analysis of denoising with low-rank and sparsity constraints," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1211-1214, 2013.
  • A. G. Christodoulou, Y. L. Wu, Q. Ye, T. K. Hitchens, C. Ho, Z.-P. Liang, "Real-time cardiac imaging of transplanted hearts," Proc. 21st Annual Meeting of ISMRM, p. 1408, 2013.
  • C. Ma, F. Lam, R. Larsen, B. Sutton, Z.-P. Liang, "Removal of lipid nuisance signals in MRSI using a spatial-spectral lipid model," Proc. 21st Annual Meeting of ISMRM, p. 2036, 2013.
  • B. Zhao, T. K. Hitchens, A. G. Christodoulou, F. Lam, Y. L. Wu, C. Ho, and Z.-P. Liang, "Accelerated 3D UTE relaxometry for quantification of iron-oxide labeled cells," Proc. 21st Annual Meeting of ISMRM, p. 2455, 2013.
  • B. Zhao, F. Lam, W. Lu, Z.-P. Liang, "Model-based MR parameter mapping with sparsity constraint," Proc. 21st Annual Meeting of ISMRM, p. 2459, 2013.
  • F. Lam, B. Zhao, Y. Liu, Z.-P. Liang, M. Weiner, N. Schuff, "Accelerated fMRI using low-rank model and sparsity constraints," Proc. 21st Annual Meeting of ISMRM, p. 2620, 2013.
  • F. Lam, B. Zhao, M. Weiner, N. Schuff, Z.-P. Liang, "Denoising image sequences: Algorithm and application to quantitative MR imaging," Proc. 21st Annual Meeting of ISMRM, p. 3814, 2013.
  • C. Ma, Z.-P. Liang, "Multidimensional Shinnar-Le Roux RF pulse design," Proc. 21st Annual Meeting of ISMRM, p. 4242, 2013.
  • M. Fu, B. Zhao, J. L. Holtrop, J. Perry, D. Kuehn, Z.-P. Liang, B. P. Sutton, "High-frame-rate full-vocal-tract imaging based on the Partial Separability model and volumetric navigation," Proc. 21st Annual Meeting of ISMRM, p. 4269, 2013.
  • D. Babacan, F. Lam, X. Peng, M. N. Do, Z.-P. Liang, "Interventional MRI with sparse sampling using union-of-subspaces," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 314-317, 2012.
  • A. G. Christodoulou, S. D. Babacan, Z.-P. Liang, "Accelerating cardiovascular imaging by exploiting regional low-rank structure via group sparsity," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 330-333, 2012.
  • F. Lam, D. Babacan, J. P. Haldar, N. Schuff, Z.-P. Liang, "Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1401-1404, 2012.
  • C. Ma, Z.-P. Liang, "A mobile NMR system with full spectroscopy capability," Proc. 34th Annual Int'l Conf. of IEEE-EMBS, pp. 4022-4025, 2012.
  • M. Fu, A. G. Christodoulou, A. T. Naber, D. P. Kuehn, Z.-P. Liang, B. P. Sutton, "High-frame-rate multislice speech imaging with sparse sampling of (k,t)-space," Proc. 20th Annual Meeting of ISMRM, p. 12, 2012.
  • A. G. Christodoulou, S. D. Babacan, and Z.-P. Liang, "Dynamic imaging using sparse sampling with rank and group sparsity constraints," Proc. 20th Annual Meeting of ISMRM, p. 76, 2012.
  • A. G. Christodoulou, H. Zhang, B. Zhao, Q. Ye, T. K. Hitchens, C. Ho, and Z.-P. Liang, "High-resolution 3D first-pass myocardial perfusion imaging," Proc. 20th Annual Meeting of ISMRM, p. 1151, 2012.
  • C. Ma, D. Xu, K. F. King, Z.-P. Liang, "Reduced FOV excitation using spatial-spectral RF pulses and second-order gradients: Experimental verification," Proc. 20th Annual Meeting of ISMRM, p. 2207, 2012
  • B. Zhao, W. Lu, Z.-P. Liang, "Highly accelerated parameter mapping with joint partial separability and sparsity constraints," Proc. 20th Annual Meeting of ISMRM, p. 2233, 2012.
  • B. Zhao, T. K. Hitchens, A. G. Christodoulou, W. Lu, Y. L. Wu, C. Ho, and Z.-P. Liang, "Accelerated MR parametric mapping for tissue characterization," Abstracts Book, 36th Annual Int'l Conf. of IEEE-EMBS, p. 503, 2012.
  • J. Gai, J. L. Holtrop, X. Wu, F. Lam, M. Fu, J. P. Haldar, W. Hwu, Z.-P. Liang, B. P. Sutton, "More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPU," Proc. 20th Annual Meeting of ISMRM, p. 2550, 2012.
  • F. Lam, D. Babacan, N. Schuff, Z.-P. Liang, "Denoising diffusion-weighted MR images using low rank structure and edge constraints," Proc. 20th Annual Meeting of ISMRM, p. 3573, 2012.
  • A. G. Christodoulou, C. Brinegar, B. Zhao, J. P. Haldar, H. Zhang, Y.-J. L. Wu, T. K. Hitchens, C. Ho, Z.-P. Liang, "First-Pass Myocardial Perfusion Imaging with Sparse (k,t)-Space Sampling," Proc. 19th Annual Meeting of ISMRM, p. 2045, 2011.
  • A. G. Christodoulou, B. Zhao, Z.-P. Liang, "Regularized Image Reconstruction for PS Model-based Cardiovascular MRI," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 57-60, 2011.
  • J. P. Haldar, J. H. Kim, S.-K. Song, Z.-P. Liang, "Accelerated Mouse Spinal Cord Diffusion Measurements with SNR-Enhancing Joint Reconstruction," Proc. 19th Annual Meeting of ISMRM, p. 2073, 2011.
  • J. P. Haldar, Z.-P. Liang, "Low-Rank Approximations for Dynamic Imaging," Proc. IEEE Int'l Symposium Biomedical Imaging, pp.1052-1055, 2011.
  • J. P. Haldar, Z.-P. Liang, "On MR Experiment Design with Quadratic Regularization," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1676-1679, 2011.
  • F. Lam, R. Subramanian, D. Xu, K. F. King, "Incorporating Support Constraints for Sparse Regularization Reconstruction," Proc. 19th Annual Meeting of ISMRM, p. 2843, 2011.
  • F. Lam, J. P. Haldar, Z.-P. Liang, "Motion Compensation for Reference-Driven Constrained Reconstruction from Limited Data," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 73-76, 2011.
  • H. Nguyen, X. Peng, M. Do, Z.-P. Liang, "Spatiotemporal Denoising of MR Spectroscopic Imaging Data by Low-rank Approximations," Proc. 19th Annual Meeting of ISMRM, p. 1436, 2011.
  • H. Nguyen, X. Peng, M. Do, Z.-P. Liang, "Spatiotemporal Denoising of MR Spectroscopic Imaging Data by Low-rank Approximations," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 857-860, 2011.
  • X. Peng, H.-Q. Du, F. Lam, S. D. Babacan, Z.-P. Liang, "Reference-Driven MR Image Reconstruction with Sparsity and Support Constraints," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 89-92, 2011.
  • X-L. Wu, J. Gai, F. Lam, M. Fu, J. P. Haldar, Y. Zhuo, Z-P. Liang, W-M. Hwu, B. P. Sutton, "IMPATIENT MRI: Illinois Massively Parallel Acceleration Toolkit for Image reconstruction with ENhanced Throughput in MRI," Proc. 19th Annual Meeting of ISMRM, p. 4396, 2011.
  • X.-L. Wu, J. Gai, F. Lam, M. Fu, J. P. Haldar, Y. Zhuo, Z.-P. Liang, W.-M. Hwu, B. Sutton, "IMPATIENT MRI: Illinois Massivly Parallel Acceleration Toolkit for Image Reconstruction with ENhanced Throughput in MRI," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 69-72, 2011.
  • X.-L. Wu, Y. Zhuo, J. Gai, F. Lam, M. Fu, J. P. Haldar, W.-m. Hwu, Z.-P. Liang, B. P. Sutton, "Advanced MRI reconstruction toolbox with accelerating on GPU," In Proceedings of SPIE, vol. 7872, p.78720Q, 2011.
  • B. Zhao, J. Haldar, A. Christodoulou, Z.-P. Liang, "Image Reconstruction from Highly Undersampled (k, t)-space Data with Joint Partial Separability and Sparsity Constraints," Proc. 19th Annual Meeting of ISMRM, p. 4375, 2011.
  • B. Zhao, J. P. Haldar, A. G. Christodoulou, Z.-P. Liang, "Further development of image reconstruction from highly undersampled (k, t)-space data with joint partial separability and sparsity constraints," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1593-1596, 2011.
  • A. G. Christodoulou, C. Brinegar, B. Zhao, J. P. Haldar, H. Zhang, Y.-J. L. Wu, T. K. Hitchens, C. Ho, Z.-P. Liang, "First-Pass Myocardial Perfusion Imaging with Sparse (k,t)-Space Sampling," Proc. 19th Annual Meeting of ISMRM, p. 2045, 2011.
  • J. P. Haldar, J. H. Kim, S.-K. Song, Z.-P. Liang, "Accelerated Mouse Spinal Cord Diffusion Measurements with SNR-Enhancing Joint Reconstruction," Proc. 19th Annual Meeting of ISMRM, p. 2073, 2011.
  • F. Lam, R. Subramanian, D. Xu, K. F. King, "Incorporating Support Constraints for Sparse Regularization Reconstruction," Proc. 19th Annual Meeting of ISMRM, p. 2843, 2011.
  • C. Ma, K. F. King, D. Xu, Z.-P. Liang, "A Spatial-Spectral Pulse Approach for Reduced FOV Excitation Using Second-Order Gradients," Proc. 19th Annual Meeting of ISMRM, p. 2899, 2011.
  • H. Nguyen, X. Peng, M. Do, Z.-P. Liang, "Spatiotemporal Denoising of MR Spectroscopic Imaging Data by Low-rank Approximations," Proc. 19th Annual Meeting of ISMRM, p. 1436, 2011.
  • X-L. Wu, J. Gai, F. Lam, M. Fu, J. P. Haldar, Y. Zhuo, Z-P. Liang, W-M. Hwu, B. P. Sutton, "IMPATIENT MRI: Illinois Massively Parallel Acceleration Toolkit for Image reconstruction with ENhanced Throughput in MRI," Proc. 19th Annual Meeting of ISMRM, p. 4396, 2011.
  • B. Zhao, J. Haldar, A. Christodoulou, Z.-P. Liang, "Image Reconstruction from Highly Undersampled (k, t)-space Data with Joint Partial Separability and Sparsity Constraints," Proc. 19th Annual Meeting of ISMRM, p. 4375, 2011.
  • A. G. Christodoulou, C. Brinegar, J. P. Haldar, H. Zhang, Y.-J. L. Wu, L. M. Foley, T. K. Hitchens, Q. Ye, C. Ho, Z.-P. Liang, "Real-Time Cardiac MRI Using Partially Separable Functions and Weighted Spatial Gradient Regularization," Proc. 32nd Annual Int'l Meeting IEEE-EMBS, pp. 871-874, 2010.
  • J. P. Haldar, Z. Wang, G. Popescu, Z.-P. Liang, "Label-Free High-Resolution Imaging of Live Cells with Deconvolved Spatial Light Interference Microscopy," Proc. 32nd Annual Int'l Meeting IEEE-EMBS, pp. 3382-3385, 2010.
  • X. Peng, H. Nguyen, J.P. Haldar, D. Hernando, Z.-P. Liang, "Correction of Field Inhomogeneity Effects in Limited k-Space Coverage MRSI Data with Anatomical Constraint," Proc. 32nd Annual Int'l Meeting IEEE-EMBS, pp. 883-886, 2010.
  • B. Zhao, J. P. Haldar. Z.-P. Liang, "PSF Model-Based Reconstruction with Sparisty Constraint: Algorithm and Application to Real-Time Cardiac MRI," Proc. 32nd Annual Int'l Meeting IEEE-EMBS, pp. 3390-3393, 2010.
  • C. Brinegar, H. Zhang, Y.-J. L. Wu, L. M. Foley, T. K. Hitchens, Q. Ye, C. Ho, Z.-P. Liang, "First-pass perfusion cardiac MRI using the partially separable functions model with generalized support," Proc. 32nd Annual Int'l Meeting IEEE-EMBS, pp. 2833 - 2836, 2010.
  • H. M. Nguyen, J. P. Haldar, M. N. Do, Z.-P. Liang, "Denoising of MR Spectroscopic Imaging Data with Spatial-Spectral Regularization," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 720-723, 2010.
  • B. Zhao, J. P. Haldar, C. Brinegar, Z.-P. Liang, "Low Rank Matrix Recovery for Real-Time Cardiac MRI," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 996-999, 2010.
  • J. P. Haldar, Z.-P. Liang, "Spatiotemporal Imaging With Partially Separable Functions: A Matrix Recovery Approach," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 716-719, 2010.
  • Y. Zhuo, X.-L. Wu, J. P. Haldar, W.-m. Hwu, Z.-P. Liang, B. P. Sutton, "Accelerating Iterative Field-Compensated MR Image Reconstruction on GPUs," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 820-823, 2010.
  • F. Lam, D. Hernando, K.F. King, Z.-P. Liang, "Compressed sensing reconstruction in the presence of a reference image," Proc. 18th Annual Meeting of ISMRM, p. 4861, 2010.
  • L.-W. Kuo, J. P. Haldar, Y.-C. Lo, C.-L. Liu, Z.-P. Liang, W.-Y. I. Tseng, "Quantitative Improvement of Diffusion Spectrum Imaging Tractography using Statistical Denoising," Proc. 18th Annual Meeting of ISMRM, p. 1669, 2010.
  • Y. Zhuo, X.-L. Wu, J. P. Haldar, W.-m. W. Hwu, Z.-P. Liang, B. P. Sutton, "Multi-GPU Implementation for Iterative MR Image Reconstruction with Field Correction," Proc. 18th Annual Meeting of ISMRM, p. 2942, 2010.
  • D. Hernando , Z.-P. Liang, P. Kellman, "Chemical Shift-Based Water/fat Separation: Comparison of Fitting Models," Proc. 18th Annual Meeting of ISMRM, p. 5097, 2010.
  • D. Hernando , Z.-P. Liang, P. Kellman, "Comparison of Magnitude and Complex Data Fitting for Quantitative Water/fat Imaging," Proc. 18th Annual Meeting of ISMRM, p. 5098, 2010.
  • D. Hernando , Z.-P. Liang, P. Kellman, "Modeling of T2* Decay in Water/fat Imaging: Comparison of One-Decay and Two-Decay Models," Proc. 18th Annual Meeting of ISMRM, p. 5095, 2010.
  • D. Hernando, P. Kellman, Z.-P. Liang, "A Joint Estimation Method for Two-Point Water/fat Imaging with Regularized Field Map," Proc. 18th Annual Meeting of ISMRM, p. 2911, 2010.
  • P. Kellman, D. Hernando, S. Shah, Z.-P. Liang, D.A. Bluemke, A.E. Arai, "Rapid, Multi-Slice Fat Water Separated Imaging for Mapping Body Fat," Proc. 18th Annual Meeting of ISMRM, p. 4616, 2010.
  • P. Kellman, D. Hernando, S. Shah, Chefd'Hotel C., Z.-P. Liang, A.E. Arai, "Free-Breathing, Single Shot Fat-Water Separated Cardiac Imaging with Motion Corrected Averaging," Proc. 18th Annual Meeting of ISMRM, p. 3662, 2010.
  • P. Kellman, D. Hernando, S. Shah, Z.-P. Liang, A.E. Arai, "Dark Blood Fat-Water Separated Cardiac Imaging Improves Delineation of Right Ventricular Myocardium," Proc. 18th Annual Meeting of ISMRM, p. 1297, 2010.
  • J. P. Haldar, D. Hernando, Z.-P. Liang, "Super-Resolution Reconstruction of MR Image Sequences with Contrast Modeling,"Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 266-269, 2009.
  • W.-m. W. Hwu, D. Nandakumar, J. Haldar, I. C. Atkinson, B. Sutton, Z.-P. Liang, K. R. Thulborn, "Accelerating MR Image Reconstruction on GPUs," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1283-1286, 2009.
  • C. Ma, D. Xu, K. F, King, Z.-P. Liang, "Perturbation analysis of the effects of B1+ errors on parallel excitation in MRI," Proc. 30th Annual Int'l Meeting IEEE-EMBS, pp. 4064-4066, 2009.
  • C. Brinegar, H. Zhang, Y.-J. L. Wu, L. M. Foley, T. K. Hitchens, Q. Ye, D. Pocci, F. Lam, C. Ho, Z.-P. Liang, "Real-Time Cardiac MRI using Prior Spatial-Spectral Information," Proc. 30th Annual Int'l Meeting IEEE-EMBS, pp. 4383-4386, 2009.
  • H. M. Nguyen, Z. J. Gahvari, J. P. Haldar, M. N. Do, Z.-P. Liang, "Cramer-Rao Bound Analysis of Echo Time Selection for 1H-MR Spectroscopy,"Proc. 30th Annual Int'l Meeting IEEE-EMBS, pp. 2692-2695, 2009.
  • Q. Gao, J. Haldar, N. Rangwala, R. Magin, Z.-P. Liang, X. Zhou, "Analysis of High b-Value Diffusion Images Using a Fractional Order Diffusion Model with Denoising Image Reconstruction," Proc. 17th Annual Meeting of ISMRM, p. 1418, 2009.
  • J. Haldar, K. Sakaie, Z.-P. Liang, "Resolution and Noise Properties of Linear Phase-Constrained Partial Fourier Reconstruction," Proc. 17th Annual Meeting of ISMRM, p. 2826, 2009.
  • J. Haldar, Q. Gao, X. Zhou, Z.-P. Liang, "Optimized Measurement of Anomalous Diffusion," Proc. 17th Annual Meeting of ISMRM, p. 3570, 2009.
  • D. Hernando, P. Kellman, J. Haldar, Z.-P. Liang, "Robust Water/Fat Separation in the Presence of Large Field Inhomogeneities Using a Graph Cut Algorithm," Proc. 17th Annual Meeting of ISMRM, p. 459, 2009.
  • D. Hernando, D. Karampinos, K. King, J. Haldar, J. Georgiadis, Z.-P. Liang, "Removal of Olefinic Fat Signal in Body Diffusion-Weighted EPI Using a Dixon Method," Proc. 17th Annual Meeting of ISMRM, p. 2064, 2009.
  • D. Hernando, K. Koch, K. King, Z.-P. Liang, "Generalized Reconstruction of Multi-Spectral MR Acquisitions for Imaging Near Metal Implants," Proc. 17th Annual Meeting of ISMRM, p. 2860, 2009.
  • C. Ma, D. Xu, K. King, Z.-P. Liang, "Sequential Optimal Spoke Selection for Spoke Trajectory Based RF Pulses Design in Parallel Excitation," Proc. 17th Annual Meeting of ISMRM, p. 170, 2009.
  • C. Brinegar, Y. Wu, L. Foley, K. T. Hitchens, Q. Ye, C. Ho, Z.-P. Liang, "Real-time cardiac MRI without triggering, gating, or breath holding," Proc. 30th Annual Int'l Meeting IEEE-EMBS, pp. 3381-3384, 2008.
  • J. P. Haldar, Z.-P. Liang, "Joint reconstruction of noisy high-resolution MR image sequences," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 752-755, 2008.
  • J. P. Haldar, T. Wu, Q. Wang, C. Chen,S. Song, Z.-P. Liang,"Further Development in Anatomically Constrained MR Image Reconstruction: Application to Multimodal Imaging of Mouse Stroke,"Proc. 30th Annual Int'l Meeting IEEE-EMBS, p. 422-425, 2008.
  • D. Hernando, P. Kellman, J. Haldar, Z.-P. Liang. "A Network Flow Method for Improved MR Field Map Estimation in the Presence of Water and Fat," Proc. 30th Annual Int'l Meeting IEEE-EMBS, p. 82-85, 2008.
  • S. S. Stone, J. P. Haldar, S. C. Tsao, W.-M. W. Hwu, Z.-P. Liang, B. P. Sutton, "Accelerating Advanced MRI Reconstructions on GPUs," Proc. ACM Int'l Conf. Computing Frontiers, pp. 261-272, 2008.
  • J. P. Haldar, V. J. Wedeen, M. Nezamzadeh, G. Dai, N. Schuff, Z.-P. Liang, "Improved SNR in diffusion spectrum imaging with statistical reconstruction," Proc. 16th Annual Meeting of ISMRM, p. 141, 2008.
  • J. P. Haldar, S. S. Stone, H. Yi, S. C. Tsao, B. P. Sutton, W.-M. W. Hwu, Z.-P. Liang, "Fast MR image reconstruction using graphics processing units," Proc. 16th Annual Meeting of ISMRM, p. 1493, 2008.
  • J. P. Haldar, D. Hernando, D. C. Karampinos, B. P. Sutton, J. G. Georgiadis, Z.-P. Liang, "Sensitivity Encoding of Chemical Shifts," Proc. 16th Annual Meeting of ISMRM, p. 1283, 2008.
  • D. Hernando, J. Haldar, L. Ying, K. King, D. Xu, Z.-P. Liang. "Interventional MRI with sparse sampling: an application of compressed sensing". Proc. 16th Annual Meeting of ISMRM, p. 1482, 2008.
  • D. Hernando, P. Kellman, J. Haldar, Z.-P. Liang. Estimation of water/fat images, "B0 field map and T2* map using VARPRO". Proc. 16th Annual Meeting of ISMRM, p. 1517, 2008.
  • D. Hernando, P. Kellman, J. Haldar, Z.-P. Liang. "Improved field map estimation in the presence of multiple spectral components".Proc. 16th Annual Meeting of ISMRM, p. 3054, 2008.
  • P. Kellman, D. Hernando, S. Shah, S. Zuehlsdorff, R. Jerecic, C. Mancini, Z.-P. Liang, A.E. Arai. "Multi-echo Dixon Fat and Water Separation Method for Detecting Fibro-fatty Infiltration in the Myocardium". Proc. 16th Annual Meeting of ISMRM, p. 823, 2008.
  • S. Schmitter, N. Mistry, C. Brinegar, G. Johnson, Z.-P. Liang, "High-Resolution Pulmonary Perfusion Imaging in Rodents Using a Spatiotemporal Model," Proc. 16th Annual Meeting of ISMRM, p. 795, 2008.
  • J. P. Haldar, D. Hernando, M. D. Budde, Q. Wang, S.-K. Song, Z.-P. Liang, "High-Resolution MR Metabolic Imaging," Proc. 29th Annual Int'l Meeting IEEE-EMBS, pp. 4324-4326, 2007.
  • J. P. Haldar, D. Hernando, Z.-P. Liang, "Shaping Spatial Response Functions for Optimal Estimation of Compartmental Signals from Limited Fourier Data," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1364-1367, 2007
  • D. Hernando, J. Haldar, B. Sutton, Z-P. Liang, "Removal of Lipid Signal in MRSI Using Spatial-Spectral Constraints," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1360-1363, 2007.
  • Z.-P. Liang, "Spatiotemporal Imaging with Partially Separable Functions," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 988-991, 2007.
  • J. P. Haldar, D. Hernando, M. D. Budde, Q. Wang, S.-K. Song, Z.-P. Liang, "High-Resolution Spectroscopic Imaging with Statistical Reconstruction," Proc. 15th Annual Meeting of ISMRM, p. 1231, 2007.
  • J. P. Haldar, D. Hernando, Z.-P. Liang, "Estimation of Compartmental Signals from Limited Fourier Samples," Proc. 15th Annual Meeting of ISMRM, p. 1910, 2007.
  • J. P. Haldar, D. Hernando, B. Sutton, Z.-P. Liang, "Data Acquisition Considerations for Compressed Sensing in MRI," Proc. 15th Annual Meeting of ISMRM, p. 829, 2007.
  • D. Hernando, J. Haldar, B. Sutton, Z-P. Liang, "Removal of Lipid Nuisance Signals in MRSI Using Spatial-Spectral Constraints," Proc. 15th Annual Meeting of ISMRM, p. 1244, 2007.
  • D. Hernando, J. Haldar, J. Ma, Z-P. Liang, "A Linear Prediction Approach to Joint Estimation of Water/Fat Images and Field Inhomogeneity Map," Proc. 15th Annual Meeting of ISMRM, p. 1629, 2007.
  • S. S. Stone, H. Yi, J. P. Haldar, W.-M. W. Hwu, B. P. Sutton, Z.-P. Liang. "How GPUs Can Improve the Quality of Magnetic Resonance Imaging," Proc. 1st Workshop General Purpose Processing on Graphics Processing Units , 2007.
  • K. R. Thulborn, I. C. Atkinson, A. Lu, T. Claiborne, M. P. Flannery, X. J. Zhou, J. Haldar, Z.-P. Liang, "Metabolic MR Imaging of Human Brains at 9.4 Tesla," Proc. 6th Bi-Annual Minnesota Workshops High Field MR Imaging and Spectroscopy and MR Imaging of Brain Function, 2007.
  • D. Xu, K. F. King, Y. Zhu, G. McKinnon, Z.-P. Liang, "Design of linear class large-tip-angle multidimensional RF pulses for parallel transmit," Proc. 15th Annual Meeting of ISMRM, p. 1697, 2007.
  • D. Xu, K. F. King, G. McKinnon, Z.-P. Liang, "Reducing B1 inhomogeneity using optimized parallel transmit pulses," Proc. 15th Annual Meeting of ISMRM, p. 1700, 2007.
  • D. Xu, K. F. King, Y. Zhu, G. McKinnon, Z.-P. Liang, "Multidimensional arbitrary-flip-angle parallel transmit pulse design using an optimal control approach," Proc. 15th Annual Meeting of ISMRM, p. 1696, 2007.
  • D. Xu, K. F. King, Z.-P. Liang, "Variable slew rate spiral design for local SAR reduction I 2D RF pulse design," Proc. 15th Annual Meeting of ISMRM, p. 1712, 2007.
  • J. Haldar, M. Jacob, A. Ebel, X. Zhu, N. Schuff, D. Hernando, B. Sutton, Z.-P. Liang, "Regularized inversion of noisy, incomplete MR spectroscopic imaging data with anatomical prior," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 718-721, 2006.
  • D. Hernando, J. Haldar, Z.-P. Liang, "Reduced-Encoding MRI using higher-order generalized series," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 29-32, 2006.
  • M. Jacob, B. Sutton, J. Haldar, Z.-P. Liang, "On constrained MR spectroscopic imaging," Proc. IEEE Int'l Symposium Biomedical Imaging, 2006.
  • M. Jacob, B. Sutton, J. Haldar, Z.-P. Liang. "On Model-Based MR Spectroscopic Imaging," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 726-729, 2006.
  • D. Xu, L. Ying, Z.-P. Liang, "Dynamic MRI using spatiotemporal modeling with phased array coils," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 722-725, 2006.
  • J. Haldar, M. Jacob, A. Ebel, X. Zhu, N. Schuff, D. Hernando, B. Sutton, Z.-P. Liang, "Constrained spectroscopic imaging with hard and soft anatomical boundary constraints," Proc. 14th Annual Meeting of ISMRM, p. 3077, 2006.
  • M. Jacob, B. P. Sutton, J. Haldar, Z.-P. Liang, "Improved spectroscopic imaging using echo-planar scans and sparse reconstruction," Proc. 14th Annual Meeting of ISMRM, p. 2964, 2006.
  • D. Xu, K. F. King, Z.-P. Liang, "Improving ktSENSE by adaptively selecting the regularization image," Proc. 14th Annual Meeting of ISMRM, p. 289, 2006.
  • D. Xu, L. Ying, Z.-P. Liang, "A spatiotemporal model-based method for dynamic imaging using phased array coils," Proc. 14th Annual Meeting of ISMRM, p. 3661, 2006.
  • D. Xu, Y. L. Wu, T. K. Hitchens, C. Ho, Z.-P. Liang, "High-resolution imaging of myocardial perfusion," Proc. 14th Annual Meeting of ISMRM, p. 3574, 2006.
  • L. Ying, J. Haldar, Z.-P. Liang. An Efficient Non-Iterative Reconstruction Algorithm for Parallel MRI with Arbitrary K-Space Trajectories. Proc. 27th Annual Int'l Meeting IEEE-EMBS, p. 1344-1347, 2005.
  • J. P. Haldar, L. Ying, Z.-P. Liang "Lattice sampling of k-space for parallel imaging," Proc. 13th Annual Meeting of ISMRM, p. 2420, 2005.
  • D. Hernando, A. H. Poonawalla, X. J. Zhou, Z.-P. Liang, "Model order estimation in DTI," Proc. 13th Annual Meeting of ISMRM, p. 2734, 2005.
  • M. Jacob, T. Deller, N. Schuff, X. Zhu, Z.-P. Liang, "High-resolution spectroscopic imaging using a deformable spatio-spectral model," Proc. 13th Annual Meeting of ISMRM, p. 725, 2005.
  • Z.-P. Liang, A. H. Poonawalla, D. Hernando, L. Ying, X. J. Zhou, "Reduced-encoding imaging of diffusion anisotropy," Proc. 13th Annual Meeting of ISMRM, p. 7, 2005.
  • D. Xu, M. Jacob, Z.-P. Liang, "Optimal sampling of k-space with Cartesian grids for parallel MR imaging," Proc. 13th Annual Meeting of ISMRM, p. 2450, 2005.
  • D. Xu, L. Ying, M. Jacob, Z.-P. Liang, "Optimizing SENSE for dynamic imaging," Proc. 13th Annual Meeting of ISMRM, p. 2419, 2005.
  • L. Ying, D. Xu, Z.-P. Liang, "Joint estimation of object motion and SENSE reconstruction," Proc. 13th Annual Meeting of ISMRM, p. 2691, 2005.
  • D. Xu, L. Ying, Z.-P. Liang, "Parallel generalized series MRI: Algorithm and application to cancer imaging," Proc. 26th Annual Int'l Meeting IEEE-EMBS, pp. 1052-1055, 2004.
  • D. Xu, L. Ying, Z.-P. Liang, "SENSE reconstruction with inaccurate sensitivity functions: Effects and remedies," Proc. 26th Annual Int'l Meeting IEEE-EMBS, pp. 1112-1115, 2004.
  • L. Ying, D. Xu, Z.-P. Liang, "On Tikhonov regularization for image reconstruction in parallel MRI," Proc. 26th Annual Int'l Meeting IEEE-EMBS, pp. 1056-1059, 2004.
  • L. Yuan, L. Ying, Z.-P. Liang, "Truncation effects in SENSE reconstruction," Proc. 26th Annual Int'l Meeting IEEE-EMBS, pp. 1136-1139, 2004.
  • Z.-P. Liang, L. Ying, D. Xu, L. Yuan, "Parallel imaging: Some signal processing issues and solutions," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 1204-1207, 2004.
  • M. Jacob, D. Xu, Z.-P. Liang, "Optimal selection of phase encodings in parallel MR imaging," Proc. 2nd Int'l Workshop Parallel MRI, p. 55, 2004.
  • S. Wang, J. X. Ji, Z.-P. Liang, "Landmark-based shape deformation with topology-preserving constraints," Proc. Int'l Conference on Computer Vision (ICCV), pp. 923-930, 2003.
  • X. Ji, M. Aref, E. Wiener, Z.-P. Liang, "An improved MRI method for dynamic contrast-enhanced imaging of tumors," Proc. 25th Annual Int'l Meeting IEEE-EMBS, pp. 478-481, 2003.
  • A. Roy, J. X. Ji, L. Yuan, Z.-P. Liang, "Improved brain image segmentation by multiscale analysis and deformable template matching," Proc. 11th Annual Meeting of ISMRM, p. 908, 2003.
  • M. Aref, X. Ji, J. D. Handbury, K. Bailey, Z.-P. Liang, E. C. Wiener, "Spatial resolution effects on permeability-surface area estimation," Proc. 11th Annual Meeting of ISMRM, p. 1235, 2003.
  • J. Ma, H. Choi, J. X. Ji, E. F. Jackson, Z.-P. Liang, "Dynamic study of sarcoma with reduced-encoding imaging by generalized-series reconstruction," Proc. 11th Annual Meeting of ISMRM, p. 1265, 2003.
  • Z.-P. Liang, A. Stenger, J. X. Ji, J. Ma, F. Boada, "Parallel generalized series imaging," Proc. 11th Annual Meeting of ISMRM, p. 2341, 2003
  • J. X. Ji, J. Ma, D. C. Munson, Jr., Z.-P. Liang, "Optimizing data acquisition and image reconstruction for generalized series dynamic imaging," Proc. 11th Annual Meeting of ISMRM, p. 1000, 2003.
  • J. X. Ji, L. Ying, J. Ma, D. C. Munson, Jr., Z.-P. Liang, "Phase-sensitive inversion-recovery imaging using a Markov random field model," Proc. 11th Annual Meeting of ISMRM, p.1068, 2003.
  • X. Ji, Z.-P. Liang, "Generalized series dynamic imaging using deformable reference," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 789-792, 2002.
  • Z.-P. Liang, R. Bammer, J. Ji, N. J. Pelc, G. H. Glover, "Improved image reconstruction from sensitivity-encoded data by wavelet denoising and Tikhonov regularization," Proc. IEEE Int'l Symposium Biomedical Imaging, pp. 493-496, 2002.
  • Z.-P. Liang, R. Bammer, J. Ji, N. J. Pelc, G. H. Glover, "Making better SENSE: Wavelet denoising, Tikhonov regularization, and total least squares," Proc. 10h Annual Meeting of ISMRM, p. 2388, 2002.
  • Z.-P. Liang, B. Madore, G. H. Glover, N. J. Pelc, "Fast algorithms for GS model-based image reconstruction in data-sharing Fourier imaging," Proc. 10h Annual Meeting of ISMRM, p. 2418, 2002.
  • L. A. Stables, G. H. Glover, N. J. Pelc, Z.-P. Liang, "Dynamic breast cancer imaging with high spatiotemporal resolution using reduced encoding," Proc. 10h Annual Meeting of ISMRM, p. 1907, 2002.
  • Z.-P. Liang, "Generalized Series Imaging with multiple references," Proc. 23rd Annual Int'l Conf. IEEE-BMBS, 2001.
  • S. Wang, Z.-P. Liang, "Regularized shape deformation for image segmentation," Proc. IEEE-ICASSP, pp. 1569-1572, 2001.
  • Z.-P. Liang, "Generalized Series Imaging: Algorithm and Applications," Proc. Workshop Minimum MR Data Acquisition Methods: Making More with Less, pp. 23-26, 2001.
  • Z.-P. Liang, "Generalized series dynamic imaging," Proc. Int'l Workshop Med. Imaging and Augmented Reality, p. 145, 2001.
  • A. Sen Gupta, Z.-P. Liang, "Dynamic imaging by temporal modeling with principal component analysis," Proc. 9th Annual Meeting of ISMRM, p. 10, 2001.
  • X. Ji, Q. J. Zeng, Z.-P. Liang, "Keyhole/RIGR dynamic imaging using deformable references," Proc. 9th Annual Meeting of ISMRM, p. 778, 2001.
  • H. Pan, Z.-P. Liang, T. S. Huang, "Fusing audio and visual features of speech," Proc. IEEE-ICIP, pp. 214-217, 2000.
  • M. B. Skouson, Z.-P. Liang, "Template deformation constrained by shape priors," Proc. IEEE-CVPR, p. 511-516, 2000.
  • Z.-P. Liang, X. Ji, C. P. Hess, "Motion-compensated Keyhole/RIGR imaging," Proc. 8th Annual Meeting of ISMRM, p. 1696, 2000.
  • X. Ji, J. Ma, C. Bulkes, Z.-P. Liang, "T1-based brain image segmentation using phase-sensitive inversion recovery imaging," Proc. 8th Annual Meeting of ISMRM, p. 671, 2000.
  • H. Pan, Z.-P. Liang, "Exploiting the dependencies in information fusion," Proc. IEEE-CVPR, pp. 407-412, 1999.
  • X. Ji, H. Pan, Z.-P. Liang, "A region-based mutual information method for image registration," Proc. 7th Annual Meeting of ISMRM, p. 2193, 1999.
  • X. Ji, S. Wang, M. Skouson, Z.-P. Liang, "Image segmentation by multiscale analysis and template matching," Proc. 7th Annual Meeting of ISMRM, p. 2186, 1999.
  • Z. Fu, Y. Hui, Z.-P. Liang, "Joint sptiotemporal statistical analysis of functional MRI data," Proc. IEEE-ICIP, pp. 709-713, 1998.
  • H. Pan, Z.-P. Liang, T. J. Anastasio, T. S. Huang, "A hybrid NN-Bayesian architecture for information fusion," Proc. IEEE-ICIP, pp. 368-371, 1998.
  • C. P. Hess, Z.-P. Liang, A. G. Webb, P. C. Lauterbur, "Maximum cross-entropy generalized series MR imaging," Proc. IEEE-ICIP, pp. 19-23, 1998.
  • J. B. M. Goense, H. D. Morris, C. P. Hess, Z.-P. Liang, P. C. Lauterbur, "Comparison of reduced encoding methods for fMRI," Proc. 6th Annual Meeting of ISMRM, p. 1444, 1998.
  • C. P. Hess, Z.-P. Liang "Motion compensated generalized series reconstruction," Proc. 6th Annual Meeting of ISMRM, p. 672, 1998.
  • Z.-P. Liang, H. Pan, R. L. Magin, N. Ahuja, T. S. Huang, "Automated registration of multimodality images by maximization of a region similarity measure," Proc. IEEE-ICIP, vol. III, pp. 272-275, 1997.
  • T. S. Huang, C. P. Hess, H. Pan, Z.-P. Liang, "A neuronal architecture for information fusion," Proc. First IEEE Workshop on Multimedia Signal Processing, pp. 45-50, 1997.
  • Z.-P. Liang, H. Pan, Y. Hui, R. L. Magin, "A new algorithm for automated image registration using multiscale segmentation," Proc. 5th Annual Meeting of ISMRM, p. 413, 1997.
  • Z.-P. Liang, Y. Hui, A. Wright, "A wavelet-domain t-test and filtering method for fMRI data analysis," Proc. 5th Annual Meeting of ISMRM, p. 1670, 1997.
  • Y. Hui, Z.-P. Liang, "A novel wavelet domain t-test and filtering method for fMRI data analysis," Proc. Workshop on Signal Processing, pp. 72-74, 1996.
  • J. L. Duerk, D. H. Wu, Y. C. Chung, Z.-P. Liang, J. S. Lewin, "Analysis of singular value decomposition encoding for interventional magnetic resonance imaging: Effect of object rotation and needle insertion," Proc. 4th Annual Meeting of ISMRM, p. 11742, 1996.
  • H. Jiang, Z.-P. Liang, P. C. Lauterbur, "Ghost artifact removal with a generalized harmonic model," Proc. 4th Annual Meeting of ISMRM, p. 1513, 1996.
  • J. M. Hanson, Z.-P. Liang, R. L. Magin, J. L. Duerk, P. C. Lauterbur, "A comparison of RIGR and SVD dynamic MRI methods," Proc. 4th Annual Meeting of ISMRM, p. 1513, 1996.
  • H. Jiang, Z.-P. Liang, "Dynamic imaging by object modeling and estimation," Proc. IEEE-ICIP, vol. 1, pp. 645-648, 1995.
  • H. Jiang, Z.-P. Liang, P. C. Lauterbur, "A new approach to dynamic magnetic resonance imaging by object modeling," Proc. 17th Annual Int'l Conf. IEEE-EBMS, vol. 1, pp. 459-460, 1995. .
  • C. P. Hess, Z.-P. Liang, "Multichannel modular network architectures for pattern recognition," Proc. Int. Neural Network Soc. Ann. Meeting, vol. 2, pp. 229-232, 1995.
  • J. A. Kmiecik, D. E. Hrad, C. D. Gregory, Z.-P. Liang, M. J. Dawson, "Microscopic MR imaging of lactate at physiological concentrations," Proc. 3rd Annual Meeting of ISMRM, p. 1941, 1995.
  • H. Jiang, Z.-P. Liang, P. C. Lauterbur, "Novel use of navigator signals for continuous dynamic imaging," Proc. 3rd Annual Meeting of ISMRM, p. 740, 1995.
  • H. Jiang, C. P. Hess, J. M. Hanson, C. S. Potter, Z.-P. Liang, "V: A software system for MR signal processing," Proc. 3rd Annual Meeting of ISMRM, p. 701, 1995.
  • J. M. Hanson, Z.-P. Liang, P. C. Lauterbur, "Improved RIGR dynamic imaging using explicit boundary constraints with application to breast imaging," Proc. 3rd Annual Meeting of ISMRM, p. 1596, 1995.
  • J. M. Hanson, Z.-P. Liang, E. Weiner, P. C. Lauterbur, "Fast dynamic imaging using two reference images," Proc. 3rd Annual Meeting of ISMRM, p. 97, 1995.
  • Z.-P. Liang, "A new algorithm for obtaining unwrapped phase images," Proc. 3rd Annual Meeting of ISMRM, p. 648, 1995.
  • Z.-P. Liang, H. Jiang, P. C. Lauterbur, "A (k, t)-space dynamic imaging method using object modeling and estimation," Proc. 3rd Annual Meeting of ISMRM, p. 628, 1995.
  • Z.-P. Liang, H. Jiang, P. C. Lauterbur, "Dynamic magnetic resonance imaging by motion modeling and estimation in (k, t)-space," Proc. Annals of Biomed. Eng., vol. 23, supp. 1, p. s-84, 1995.
  • S. Venkataraman, Z.-P. Liang, R. M. Magin, "A neural network approach to NMR spectral estimation," Proc. 2nd Annual Meeting of ISMRM, p. 1214, 1994.
  • C. S. Potter, C. D. Gregory, H. D. Morris, Z.-P. Liang, P. C. Lauterbur, "The Neuroscope: An interactive system for real-time functional MRI of the brain," Proc. 2nd Annual Meeting of ISMRM, p. 835, 1994.
  • Z.-P. Liang, P. C. Lauterbur, "Efficient high-resolution dynamic imaging with explicit boundary constraints," Proc. 2nd Annual Meeting of ISMRM, p. 53, 1994.
  • S. Chandra, Z.-P. Liang, P.C. Lauterbur, "Application of RIGR to efficient BOLD imaging," Proc. 12th Annual Meeting of SMRM, p. 935, 1993.
  • H. D. Morris, Z.-P. Liang, C. Potter, Y. Cao, P. C. Lauterbur, "Efficient functional imaging with RIGR on a clinical system," Proc. 12th Annual Meeting of SMRM, p. 1393, 1993.
  • C. P. Hess, Z.-P. Liang, "A new data-consistent parametric method for MR image reconstruction," Proc. 12th Annual Meeting of SMRM, p. 457, 1993.
  • C. P. Hess, B. Bridges, Z.-P. Liang, C. Gregory, M. J. Dawson, P. C. Lauterbur, "A new method for automatic correction of phase and baseline artifacts in MR spectroscopic imaging data," Proc. 12th Annual Meeting of SMRM, p. 687, 1993.
  • J. M. Hanson, Z.-P. Liang, P. C. Lauterbur, "A new method for fast dynamic imaging using wavelet transforms," Proc. 12th Annual Meeting of SMRM, p. 712, 1993.
  • X. Zhou, Z.-P. Liang, G. P. Cofer, C. F. Beaulieu, S. A. Suddarth, G. A. Johnson, "Reduction of ringing and blurring artifacts in fast spin-echo images," Proc. 12th Annual Meeting of SMRM, p. 935, 1993.
  • X. Zhou, Z.-P. Liang, G. P. Cofer, S. L. Gewalt, P. C. Lauterbur, G. A. Johnson, "An FSE pulse sequence with circular sampling for MR microscopy," Proc. 12th Annual Meeting of SMRM, p. 297,1993.
  • Z.-P. Liang, P. C. Lauterbur, "(k,t)-space sampling considerations for imaging of time-varying functions," Proc. 12th Annual Meeting of SMRM, p. 710, 1993.
  • Z.-P. Liang, P. C. Lauterbur, "Efficient dynamic imaging using concentric scanning," Proc. 12th Annual Meeting of SMRM, p. 477, 1993.
  • S. Chandra, H. D. Morris, Z.-P. Liang, P. C. Lauterbur, "Efficient perfusion imaging using generalized series reconstruction," Works in Progress, Book of Abstracts, 11th Annual Meeting of SMRM, p. 1141, 1992.
  • Z.-P. Liang, P. C. Lauterbur, "Efficient time-sequential imaging through generalized series modeling: A simulation analysis," Works in Progress, Book of Abstracts, 11th Annual Meeting of SMRM, p. 4266, 1992.
  • Z.-P. Liang, P. C. Lauterbur, "Improved temporal/spatial resolution in functional imaging Through generalized series reconstruction," Works in Progress, Book of Abstracts, 11th Annual Meeting of SMRM, p. 346, 1992.
  • Z.-P. Liang, P. C. Lauterbur, "Effective use of anatomical information for spectroscopic imaging by GSLIM," Works in Progress, Book of Abstracts, 10th Annual Meeting of SMRM, p. 1104, 1991.
  • Z.-P. Liang, C. D. Gregory, M. J. Dawson, P. C. Lauterbur, "An improved linear prediction method for correction of phase and baseline artifacts," Book of Abstracts, 10th Annual Meeting of SMRM, p. 1169, 1991.
  • Z.-P. Liang, E.M. Haacke, C.W. Thomas, "High resolution spectral estimation through localized polynomial approximation," Proc. IEEE Workshop on Spectrum Estimation and Modeling, pp. 402-407, 1988.
  • Z.-P. Liang, P. C. Lauterbur, "GSLIM: A general spectral localization method that unifies SliM and CSI," Works in Progress Book of Abstracts, 9th Annual Meeting of SMRM, p. 1129, 1990. 1990.
  • Z.-P. Liang, "Optimal half-Fourier reconstruction: A generalized series approach," Book of Abstracts, 9th Annual Meeting of SMRM, p. 552, 1990.
  • Z.-P. Liang, E. M. Haacke, "Gibbs free reconstruction," Book of Abstracts, 7th Annual Meeting of SMRM, p. 810, 1988.