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Title page for ETD etd-042414-173438


Document Typedissertation
Author NameDasari, Paul Krupaker Reddy
Email Address paulkreddy at wpi.edu
URNetd-042414-173438
TitleCharacterization and Compensation of Hysteretic Cardiac Respiratory Motion in Myocardial Perfusion Studies Through MRI Investigations
DegreePhD
DepartmentBiomedical Engineering
Advisors
  • Yitzhak Mendelson, Advisor
  • Michael A King, Advisor
  • Stephen C. Moore, Committee Member
  • Stephen Glick, Committee Member
  • John M. Sullivan, Committee Member
  • Keywords
  • MRI
  • Emission tomography
  • Respiratory Motion
  • Modeling Hysteresis
  • Cardiac Imaging
  • Date of Presentation/Defense2014-04-24
    Availability unrestricted

    Abstract

    Respiratory motion causes artifacts and blurring of cardiac

    structures in reconstructed images of SPECT and PET cardiac

    studies. Hysteresis in respiratory motion causes the organs to move

    in distinct paths during inspiration and expiration. Current

    respiratory motion correction methods use a signal generated by

    tracking the motion of the abdomen during respiration to bin list-

    mode data as a function of the magnitude of this respiratory signal.

    They thereby fail to account for hysteretic motion. The goal of this

    research was to demonstrate the effects of hysteretic respiratory

    motion and the importance of its correction for different medical

    imaging techniques particularly SPECT and PET. This study describes

    a novel approach for detecting and correcting hysteresis in clinical

    SPECT and PET studies. From the combined use of MRI and a

    synchronized Visual Tracking System (VTS) in volunteers we

    developed hysteretic modeling using the Bouc-Wen model with

    inputs from measurements of both chest and abdomen respiratory

    motion. With the MRI determined heart motion as the truth in the

    volunteer studies we determined the Bouc Wen model could match

    the behavior over a range of hysteretic cycles. The proposed

    approach was validated through phantom simulations and applied

    to clinical SPECT studies.

    Files
  • PDasari2014.pdf

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