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TU‐C‐141‐08: Evaluate Deformable Image Registration for the Lungs Using Hyperpolarized Gas Tagging MRI

Publication ,  Conference
Liu, Y; Miller, W; Yin, F; Cai, J
Published in: Medical Physics
January 1, 2013

Purpose: To evaluate deformable image registration for the lungs using hyperpolarized gas MR tagging technique.Method and Materials: A 3D MR grid‐tagging technique using hyperpolarized helium‐3 (HP‐He3) as gaseous contrast was developed for direct measurement of lung respiratory motion. One healthy subject was imaged at the end‐of‐inhalation (EOI) and end‐of‐exhalation (EOE) phases in a single scan using the HP He‐3 MR tagging technique, as well as a high‐resolution 3D proton MR sequence (TrueFISP) which shows rich internal lung features (pulmonary vessels). 3D displacement vectors of the lungs between the EOI and EOE phases were determined via two Methods: 1) by tracking the movements of the tags between the two phases in the HP He‐3 MR tagging images; and 2) by registering the proton MR images at two phases using deformable image registration (DIR) via commercial software. DIR‐derived 3D displacement vectors were down‐sampled to approximate the resolutions of those derived from the MR tagging method. Furthermore, 3D lung ventilation maps, where ventilation is defined as (Volume_EOE‐Volume_EOI)/Volume_EOI, were created based on the displacement vectors and compared between the two methods. Results: The HP He‐3 tagging MR images clearly revealed 3D lung respiratory motion between the EOI and EOE phases. Tags in the EOE phase were slightly blurred but traceable. 3D displacement vectors derived from the tagging and DIR methods showed distinct differences in motion pattern, amplitude and direction, for the entire lungs and on regional basis. Lung ventilation maps derived from two methods showed different mean values and uniformity: the mean (±SD) ventilation was −0.49 (±0.19) and 0.14 (±0.32) for the MR tagging and DIR methods, respectively. Conclusions: Discrepancies were found in lung respiratory motion and ventilation between the HP He‐3 MR tagging method and the DIR method. Thorough evaluation of DIR accuracy for the lungs is highly desired in future studies. © 2013, American Association of Physicists in Medicine. All rights reserved.

Duke Scholars

Published In

Medical Physics

DOI

ISSN

0094-2405

Publication Date

January 1, 2013

Volume

40

Issue

6

Start / End Page

435

Related Subject Headings

  • Nuclear Medicine & Medical Imaging
  • 5105 Medical and biological physics
  • 4003 Biomedical engineering
  • 1112 Oncology and Carcinogenesis
  • 0903 Biomedical Engineering
  • 0299 Other Physical Sciences
 

Citation

APA
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ICMJE
MLA
NLM
Liu, Y., Miller, W., Yin, F., & Cai, J. (2013). TU‐C‐141‐08: Evaluate Deformable Image Registration for the Lungs Using Hyperpolarized Gas Tagging MRI. In Medical Physics (Vol. 40, p. 435). https://doi.org/10.1118/1.4815385
Liu, Y., W. Miller, F. Yin, and J. Cai. “TU‐C‐141‐08: Evaluate Deformable Image Registration for the Lungs Using Hyperpolarized Gas Tagging MRI.” In Medical Physics, 40:435, 2013. https://doi.org/10.1118/1.4815385.
Liu, Y., et al. “TU‐C‐141‐08: Evaluate Deformable Image Registration for the Lungs Using Hyperpolarized Gas Tagging MRI.” Medical Physics, vol. 40, no. 6, 2013, p. 435. Scopus, doi:10.1118/1.4815385.

Published In

Medical Physics

DOI

ISSN

0094-2405

Publication Date

January 1, 2013

Volume

40

Issue

6

Start / End Page

435

Related Subject Headings

  • Nuclear Medicine & Medical Imaging
  • 5105 Medical and biological physics
  • 4003 Biomedical engineering
  • 1112 Oncology and Carcinogenesis
  • 0903 Biomedical Engineering
  • 0299 Other Physical Sciences