Skip to main content

A Joint Acquisition-Estimation Framework for MR Phase Imaging

  • Conference paper
  • First Online:
Information Processing in Medical Imaging (IPMI 2015)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 9123))

Included in the following conference series:

Abstract

Measuring the phase of the MR signal is faced with fundamental challenges such as phase aliasing, noise and unknown offsets of the coil array. There is a paucity of acquisition, reconstruction and estimation methods that rigorously address these challenges. This reduces the reliability of information processing in phase domain. We propose a joint acquisition-processing framework that addresses the challenges of MR phase imaging using a rigorous theoretical treatment. Our proposed solution acquires the multi-coil complex data without any increase in acquisition time. Our corresponding estimation algorithm is applied optimally voxel-per-voxel. Results show that our framework achieves performance gains up to an order of magnitude compared to existing methods.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Dagher, J., Reese, T., Bilgin, A.: High-resolution, large dynamic range field map estimation. Magn. Reson. Med. 71(1), 105–117 (2014)

    Article  Google Scholar 

  2. Funai, A., Fessler, J., Yeo, D., Noll, D.: Regularized field map estimation in MRI. IEEE Trans. Med. Imaging 27(10), 1484–1494 (2008)

    Article  Google Scholar 

  3. Haacke, E.M., Reichenbach, J.R.: Susceptibility Weighted Imaging in MRI: Basic Concepts and Clinical Applications. Wiley-Blackwell, New Jersey (2011)

    Book  Google Scholar 

  4. Hammond, K.E., Lupo, J.M., Xu, D., Metcalf, M., Kelley, D.A.C., Pelletier, D., Chang, S.M., Mukherjee, P., Vigneron, D.B., Nelson, S.J.: Development of a robust method for generating 7.0 T multichannel phase images of the brain with application to normal volunteers and patients with neurological diseases. NeuroImage 39(4), 1682–1692 (2008)

    Article  Google Scholar 

  5. Huber, K.M., Roland, J., Schoepfer, J., Biber, S., Martius, S.: Using MR thermometry for SAR verification in local pTX applications. In: International Society for Magnetic Resonance in Medicine, vol. 21 (2013)

    Google Scholar 

  6. Lu, K., Liu, T.: Optimal phase difference reconstruction: comparison of two methods. Magn. Reson. Imaging 26(1), 142–145 (2008)

    Article  Google Scholar 

  7. Parker, D.L., Payne, A., Todd, N., Hadley, J.R.: Phase reconstruction from multiple coil data using a virtual reference coil. Magn. Reson. Med. 72(2), 563–569 (2013)

    Article  Google Scholar 

  8. Robinson, S., Grabner, G., Witoszynskyj, S., Trattnig, S.: Combining phase images from multi-channel RF coils using 3D phase offset maps derived from a dual-echo scan. Magn. Reson. Med. 65(6), 1638–1648 (2011)

    Article  Google Scholar 

  9. Robinson, S., Schodl, H., Trattnig, S.: A method for unwrapping highly wrapped multi-echo phase images at very high field: UMPIRE. Magn. Reson. Med. 72(1), 80–92 (2014)

    Article  Google Scholar 

  10. Roemer, P.B., Edelstein, W.A., Hayes, C.E., Souza, S.P., Mueller, O.M.: The NMR phased array. Magn. Reson. Med. 16(2), 192–225 (1990)

    Article  Google Scholar 

  11. Schweser, F., Deistung, A., Lehr, B.W., Reichenbach, J.R.: Quantitative imaging of intrinsic magnetic tissue properties using MRI signal phase: an approach to in vivo brain iron metabolism? NeuroImage 54(4), 2789–2807 (2011)

    Article  Google Scholar 

  12. Walsh, D.O., Gmitro, A.F., Marcellin, M.W.: Adaptive reconstruction of phased array MR imagery. Magn. Reson. Med. 43(5), 682–690 (2000)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Joseph Dagher .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Dagher, J. (2015). A Joint Acquisition-Estimation Framework for MR Phase Imaging. In: Ourselin, S., Alexander, D., Westin, CF., Cardoso, M. (eds) Information Processing in Medical Imaging. IPMI 2015. Lecture Notes in Computer Science(), vol 9123. Springer, Cham. https://doi.org/10.1007/978-3-319-19992-4_4

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-19992-4_4

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-19991-7

  • Online ISBN: 978-3-319-19992-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics