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A dimensionless dynamic contrast enhanced MRI parameter for intra-prostatic tumour target volume delineation: initial comparison with histology
- 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.
- Subjects :
- medicine.diagnostic_test
Receiver operating characteristic
business.industry
Gadolinium
chemistry.chemical_element
Washout
Magnetic resonance imaging
medicine.disease
Prostate cancer
medicine.anatomical_structure
chemistry
Prostate
Dynamic contrast-enhanced MRI
medicine
Nuclear medicine
business
Diffusion MRI
Subjects
Details
- ISSN :
- 0277786X
- Database :
- OpenAIRE
- Journal :
- SPIE Proceedings
- Accession number :
- edsair.doi...........5723d80d63b987e2344dfda4b84b9169
- Full Text :
- https://doi.org/10.1117/12.2043593