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Title: A Comparison of Hyperelastic Warping of PET Images with Tagged MRI for the Analysis of Cardiac Deformation

Abstract

The objectives of the following research were to evaluate the utility of a deformable image registration technique known as hyperelastic warping for the measurement of local strains in the left ventricle through the analysis of clinical, gated PET image datasets. Two normal human male subjects were sequentially imaged with PET and tagged MRI imaging. Strain predictions were made for systolic contraction using warping analyses of the PET images and HARP based strain analyses of the MRI images. Coefficient of determination R 2 values were computed for the comparison of circumferential and radial strain predictions produced by each methodology. There was good correspondence between the methodologies, with R 2 values of 0.78 for the radial strains of both hearts and from an R 2 = 0.81 and R 2 = 0.83 for the circumferential strains. The strain predictions were not statistically different ( P 0.01 ) . A series of sensitivity results indicated that the methodology was relatively insensitive to alterations in image intensity, random image noise, and alterations in fiber structure. This study demonstrated that warping was able to provide strain predictions of systolic contraction of the LV consistent with those provided by tagged MRI Warping.

Authors:
 [1];  [2];  [3]
  1. Department of Mechanical Engineering, University of Washington, Seattle Washington, Stevens Way, P.O. Box 352600, Seattle, WA 98195, USA
  2. Synarc Inc., Newark, CA 94560, USA
  3. Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA, Department of Radiology, University of California San Francisco, San Francisco, CA 94143, USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1198170
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Published Article
Journal Name:
International Journal of Biomedical Imaging (Print)
Additional Journal Information:
Journal Name: International Journal of Biomedical Imaging (Print) Journal Volume: 2013; Journal ID: ISSN 1687-4188
Publisher:
Hindawi Publishing Corporation
Country of Publication:
France
Language:
English

Citation Formats

Veress, Alexander I., Klein, Gregory, and Gullberg, Grant T. A Comparison of Hyperelastic Warping of PET Images with Tagged MRI for the Analysis of Cardiac Deformation. France: N. p., 2013. Web. doi:10.1155/2013/728624.
Veress, Alexander I., Klein, Gregory, & Gullberg, Grant T. A Comparison of Hyperelastic Warping of PET Images with Tagged MRI for the Analysis of Cardiac Deformation. France. doi:10.1155/2013/728624.
Veress, Alexander I., Klein, Gregory, and Gullberg, Grant T. Tue . "A Comparison of Hyperelastic Warping of PET Images with Tagged MRI for the Analysis of Cardiac Deformation". France. doi:10.1155/2013/728624.
@article{osti_1198170,
title = {A Comparison of Hyperelastic Warping of PET Images with Tagged MRI for the Analysis of Cardiac Deformation},
author = {Veress, Alexander I. and Klein, Gregory and Gullberg, Grant T.},
abstractNote = {The objectives of the following research were to evaluate the utility of a deformable image registration technique known as hyperelastic warping for the measurement of local strains in the left ventricle through the analysis of clinical, gated PET image datasets. Two normal human male subjects were sequentially imaged with PET and tagged MRI imaging. Strain predictions were made for systolic contraction using warping analyses of the PET images and HARP based strain analyses of the MRI images. Coefficient of determination R 2 values were computed for the comparison of circumferential and radial strain predictions produced by each methodology. There was good correspondence between the methodologies, with R 2 values of 0.78 for the radial strains of both hearts and from an R 2 = 0.81 and R 2 = 0.83 for the circumferential strains. The strain predictions were not statistically different ( P ≤ 0.01 ) . A series of sensitivity results indicated that the methodology was relatively insensitive to alterations in image intensity, random image noise, and alterations in fiber structure. This study demonstrated that warping was able to provide strain predictions of systolic contraction of the LV consistent with those provided by tagged MRI Warping.},
doi = {10.1155/2013/728624},
journal = {International Journal of Biomedical Imaging (Print)},
number = ,
volume = 2013,
place = {France},
year = {2013},
month = {1}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
DOI: 10.1155/2013/728624

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