Pragmatic image reconstruction for the MiCES fully-3D mouse imaging PET scanner

Kisung Lee, Paul E. Kinahan, Jeffrey A. Fessler, Robert S. Miyaoka, Tom K. Lewellen

Research output: Contribution to journalConference article

6 Citations (Scopus)

Abstract

We present a pragmatic approach to image reconstruction for data from the MiCES fully-3D mouse imaging PET scanner under construction at the University of Washington. Our approach is modeled on fully-3D image reconstruction used in clinical PET scanners, which is based on Fourier rebinning (FORE) followed by 2D iterative image reconstruction. The use of iterative methods allows modeling the effects of statistical noise and attenuation etc., while FORE accelerates the reconstruction process by reducing the fully-3D data to a stacked set of independent 2D sinograms. Preliminary investigations have indicated that non-stationary detector point-spread response effects, which are ignored for clinical imaging, significantly impact image quality for the MiCES scanner geometry. To model the effect of non-stationary detector point spread response, we have added a factorized system matrix to the ASPIRE reconstruction library. The current implementation uses FORE+AWOSEM followed by post-reconstruction 3D Gaussian smoothing. The results indicate that the proposed approach produces a dramatic improvement in resolution without undue increases in noise.

Original languageEnglish
Article numberM10-196
Pages (from-to)2566-2570
Number of pages5
JournalIEEE Nuclear Science Symposium Conference Record
Volume4
Publication statusPublished - 2003
Event2003 IEEE Nuclear Science Symposium Conference Record - Nuclear Science Symposium, Medical Imaging Conference - Portland, OR, United States
Duration: 2003 Oct 192003 Oct 25

ASJC Scopus subject areas

  • Radiation
  • Nuclear and High Energy Physics
  • Radiology Nuclear Medicine and imaging

Fingerprint Dive into the research topics of 'Pragmatic image reconstruction for the MiCES fully-3D mouse imaging PET scanner'. Together they form a unique fingerprint.

  • Cite this

    Lee, K., Kinahan, P. E., Fessler, J. A., Miyaoka, R. S., & Lewellen, T. K. (2003). Pragmatic image reconstruction for the MiCES fully-3D mouse imaging PET scanner. IEEE Nuclear Science Symposium Conference Record, 4, 2566-2570. [M10-196].