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A dimensionless dynamic contrast enhanced MRI parameter for intra-prostatic tumour target volume delineation: initial comparison with histology

Authors :
Mena Gaed
W. Thomas Hrinivich
Madeleine Moussa
Eli Gibson
Jose A. Gomez
Eugene Wong
Aaron D. Ward
Aaron Fenster
Glenn Bauman
Charles A. McKenzie
Source :
Medical Imaging: Image-Guided Procedures
Publication Year :
2014
Publisher :
SPIE, 2014.

Abstract

Purpose: T2 weighted and diffusion weighted magnetic resonance imaging (MRI) show promise in isolating prostate tumours. Dynamic contrast enhanced (DCE)-MRI has also been employed as a component in multi-parametric tumour detection schemes. Model-based parameters such as K trans are conventionally used to characterize DCE images and require arterial contrast agent (CR) concentration. A robust parameter map that does not depend on arterial input may be more useful for target volume delineation. We present a dimensionless parameter (W io ) that characterizes CR wash-in and washout rates without requiring arterial CR concentration. W io is compared to K trans in terms of ability to discriminate cancer in the prostate, as demonstrated via comparison with histology. Methods: Three subjects underwent DCE-MRI using gadolinium contrast and 7 s imaging temporal resolution. A pathologist identified cancer on whole-mount histology specimens, and slides were deformably registered to MR images. The ability of W io maps to discriminate cancer was determined through receiver operating characteristic curve (ROC) analysis. Results: There is a trend that W io shows greater area under the ROC curve (AUC) than K trans with median AUC values of 0.74 and 0.69 respectively, but the difference was not statistically significant based on a Wilcoxon signed-rank test (p = 0.13). Conclusions: Preliminary results indicate that W io shows potential as a tool for K trans QA, showing similar ability to discriminate cancer in the prostate as K trans without requiring arterial CR concentration.

Details

ISSN :
0277786X
Database :
OpenAIRE
Journal :
SPIE Proceedings
Accession number :
edsair.doi...........5723d80d63b987e2344dfda4b84b9169
Full Text :
https://doi.org/10.1117/12.2043593