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Impact of nonrigid motion correction technique on pixel-wise pharmacokinetic analysis of free-breathing pulmonary dynamic contrast-enhanced MR imaging.
- Source :
-
Journal of magnetic resonance imaging : JMRI [J Magn Reson Imaging] 2011 Apr; Vol. 33 (4), pp. 968-73. - Publication Year :
- 2011
-
Abstract
- Purpose: To investigates the impact of nonrigid motion correction on pixel-wise pharmacokinetic analysis of free-breathing DCE-MRI in patients with solitary pulmonary nodules (SPNs). Misalignment of focal lesions due to respiratory motion in free-breathing dynamic contrast-enhanced MRI (DCE-MRI) precludes obtaining reliable time-intensity curves, which are crucial for pharmacokinetic analysis for tissue characterization.<br />Materials and Methods: Single-slice 2D DCE-MRI was obtained in 15 patients. Misalignments of SPNs were corrected using nonrigid B-spline image registration. Pixel-wise pharmacokinetic parameters K(trans) , v(e) , and k(ep) were estimated from both original and motion-corrected DCE-MRI by fitting the two-compartment pharmacokinetic model to the time-intensity curve obtained in each pixel. The "goodness-of-fit" was tested with χ(2) -test in pixel-by-pixel basis to evaluate the reliability of the parameters. The percentages of reliable pixels within the SPNs were compared between the original and motion-corrected DCE-MRI. In addition, the parameters obtained from benign and malignant SPNs were compared.<br />Results: The percentage of reliable pixels in the motion-corrected DCE-MRI was significantly larger than the original DCE-MRI (P = 4 × 10(-7) ). Both K(trans) and k(ep) derived from the motion-corrected DCE-MRI showed significant differences between benign and malignant SPNs (P = 0.024, 0.015).<br />Conclusion: The study demonstrated the impact of nonrigid motion correction technique on pixel-wise pharmacokinetic analysis of free-breathing DCE-MRI in SPNs.<br /> (Copyright © 2011 Wiley-Liss, Inc.)
- Subjects :
- Adult
Aged
Aged, 80 and over
Computer Graphics
Contrast Media pharmacology
Diagnostic Imaging methods
Female
Humans
Kinetics
Male
Middle Aged
Motion
Reproducibility of Results
Respiration
User-Computer Interface
Image Processing, Computer-Assisted methods
Lung pathology
Magnetic Resonance Imaging methods
Subjects
Details
- Language :
- English
- ISSN :
- 1522-2586
- Volume :
- 33
- Issue :
- 4
- Database :
- MEDLINE
- Journal :
- Journal of magnetic resonance imaging : JMRI
- Publication Type :
- Academic Journal
- Accession number :
- 21448965
- Full Text :
- https://doi.org/10.1002/jmri.22490