Diffusion-weighted magnetic resonance imaging of the prostate: Improved robustness with stretched exponential modeling Journal Article
| Authors: | Mazaheri, Y.; Afaq, A.; Rowe, D. B.; Lu, Y.; Shukla-Dave, A.; Grover, J. |
| Article Title: | Diffusion-weighted magnetic resonance imaging of the prostate: Improved robustness with stretched exponential modeling |
| Abstract: | Purpose: This study aimed to compare the intraclass correlation coefficients of parameters estimated with stretched exponential and biexponential diffusion models of in vivo diffusion-weighted magnetic resonance imaging (MRI) of the prostate. Methods: After the institutional review board issued a waiver of informed consent for this Health Insurance Portability and Accountability Act-compliant study, 25 patients with biopsy-proven prostate cancer underwent 3T endorectal MRI and diffusion-weighted MRI of the prostate at 10 b values (0, 45, 75, 105, 150, 225, 300, 600, 900, and 1200 s/mm). The full set of b values was collected twice within a single acquisition. Intraclass correlation coefficients were calculated for intra-acquisition variability. From the biexponential model, the quantitative parameters diffusion coefficient (D), perfusion coefficient (D*), and perfusion fraction (f) were estimated. From the stretched exponential model, the quantitative parameters Kohlrausch decay constant (DK) and alpha (α) were estimated. Results: For the 25 patient data sets, the average intraclass correlation coefficients for DK and α were 95.8%, and 64.1%, respectively, whereas those for D, D*, and f were 84.4%, 25.3%, and 41.3%, respectively. Conclusions: The stretched exponential diffusion model captures the nonlinear effects of intravoxel incoherent motion in the prostate. The parameters derived from this model are more reliable and reproducible than the parameters derived from the standard, widely used biexponential diffusion/perfusion model. Copyright © 2012 by Lippincott Williams & Wilkins. |
| Keywords: | adult; clinical article; controlled study; human tissue; aged; middle aged; retrospective studies; reproducibility; reproducibility of results; image analysis; signal noise ratio; prostate cancer; prostatic neoplasms; prostate; correlation coefficient; models, statistical; prostate biopsy; intermethod comparison; computer simulation; reliability; image processing, computer-assisted; diffusion weighted imaging; diffusion magnetic resonance imaging; theoretical model; monte carlo method; nuclear magnetic resonance scanner; diffusion-weighted imaging; prostate mr imaging; intravoxel incoherent motion (ivim); stretched exponential diffusion model; balloon |
| Journal Title: | Journal of Computer Assisted Tomography |
| Volume: | 36 |
| Issue: | 6 |
| ISSN: | 0363-8715 |
| Publisher: | Lippincott Williams & Wilkins |
| Date Published: | 2012-11-01 |
| Start Page: | 695 |
| End Page: | 703 |
| Language: | English |
| DOI: | 10.1097/RCT.0b013e31826bdbbd |
| PROVIDER: | scopus |
| PUBMED: | 23192207 |
| DOI/URL: | |
| Notes: | --- - "Export Date: 2 January 2013" - "CODEN: JCATD" - "Source: Scopus" |
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