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Xi Peng, PhD

Assistant Professor of Radiology - MRI Research

Current Positions

  • Assistant Professor - Radiology

Education

  • Bachelor of Engineering, Measurement and Control Technology and Instrumentation, School of Electronic Information, Wuhan University
  • Master of Engineering, Measurement and Control Technology, School of Electronic Information, Wuhan University
  • PhD of Engineering, Communication and Information System, School of Electronic Information, Joint Doctoral Program of Wuhan University (WHU) and University of Illinois Urbana-Champaign

Selected Publications

  • X. Peng*, B. Sutton, F. Lam, Z.P. Liang, “DeepSENSE: Learning Coil Sensitivity Functions for SENSE Reconstruction Using Deep Learning”, Magnetic Resonance in Medicine. 2021. doi:10.1002/mrm.29085.
  • X. Peng*, Y. Sui, J. Trzasko, K.J. Glaser, J. Huston III, R.L. Ehman, J.G. Pipe, “Fast 3D MR Elastography of the Whole-Brain Using Spiral Staircase: Data Acquisition, Image Reconstruction and Joint Deblurring”, Magnetic Resonance in Medicine. 86(4):2011-2024, 2021.
  • F. Lam, Y. Li, X. Peng, “Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models”, IEEE Trans Med Imaging. 39(3): 545-555, 2019.
  • Q. Zhu, W. Wang, J. Cheng, X. Peng, “Incorporating reference guided priors into calibration less parallel imaging reconstruction”, Magnetic Resonance Imaging, Volume 57, April 2019, Pages 347-358.
  • X. Peng, F. Lam, Y. Li, B. Clifford, Z.-P. Liang. "Simultaneous QSM and metabolic imaging of the brain using SPICE", Magnetic Resonance in Medicine, 79(1), pp. 13-21, 2018.
  • Y. Zhu†, X. Peng†, Y. Wu, Ed X. Wu, L. Ying, X. Liu, H. Zheng, D. Liang "Direct Diffusion Tensor Estimation Using Model-Based Method with Spatial and Parametric Constraints", Medical Physics, DOI: 10.1002/mp.12054, 2017. (†co-first author)
  • X. Peng, L. Ying, Y. Liu, J. Yuan, X. Liu, D. Liang. "Accelerated Exponential Parameterization of T2 Relaxation with Model-Driven Low Rank and Sparsity Priors (MORASA)", Magnetic Resonance in Medicine, 76(6), pp. 1865-1878, 2016.
  • X. Peng, L. Ying, Q. Liu, Y. Zhu, Y. Liu, X. Qu, X. Liu, H. Zheng, D. Liang. "Incorporating reference in parallel imaging and compressed sensing", Magnetic Resonance in Medicine. 73(4), pp. 1490–1504, 2015.
  • X. Peng, D. Liang. "MR Image Reconstruction with Convolutional Characteristic Constraint", IEEE Signal Processing Letters. Aug. 2015, vol. 22, no. 8, pp: 1184-1188.
  • X. Peng, X. Liu, H. Zheng and D. Liang. "Exploiting Parameter Sparsity in Model-based Reconstruction to Accelerate Proton Density and T2 Mapping", Medical Engineering and Physics, 2014, vol. 3, pp: 1428-1435.