DocumentCode :
1469222
Title :
Contrast-Ultrasound Diffusion Imaging for Localization of Prostate Cancer
Author :
Kuenen, Maarten P J ; Mischi, Massimo ; Wijkstra, Hessel
Author_Institution :
Dept. of Electr. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
Volume :
30
Issue :
8
fYear :
2011
Firstpage :
1493
Lastpage :
1502
Abstract :
Prostate cancer is the most prevalent form of cancer in western men. An accurate early localization of prostate cancer, permitting efficient use of modern focal therapies, is currently hampered by a lack of imaging methods. Several methods have aimed at detecting microvascular changes associated with prostate cancer with limited success by quantitative imaging of blood perfusion. Differently, we propose contrast-ultrasound diffusion imaging, based on the hypothesis that the complexity of microvascular changes is better reflected by diffusion than by perfusion characteristics. Quantification of local, intravascular diffusion is performed after transrectal ultrasound imaging of an intravenously injected ultrasound contrast agent bolus. Indicator dilution curves are measured with the ultrasound scanner resolution and fitted by a modified local density random walk model, which, being a solution of the convective diffusion equation, enables the estimation of a local, diffusion-related parameter. Diffusion parametric images obtained from five datasets of four patients were compared with histology data on a pixel basis. The resulting receiver operating characteristic (curve area = 0.91) was superior to that of any perfusion-related parameter proposed in the literature. Contrast-ultrasound diffusion imaging seems therefore to be a promising method for prostate cancer localization, encouraging further research to assess the clinical reliability.
Keywords :
biological organs; biomedical ultrasonics; cancer; haemorheology; medical image processing; parameter estimation; sensitivity analysis; ultrasonic imaging; contrast-ultrasound diffusion imaging; convective diffusion equation; diffusion parametric images; focal therapies; indicator dilution curves; intravascular diffusion; microvascular changes; modified local density random walk model; perfusion characteristics; prostate cancer localization; receiver operating characteristic; transrectal ultrasound imaging; ultrasound contrast agent bolus; ultrasound scanner resolution; Acoustic measurements; Acoustics; Imaging; Noise; Prostate cancer; Quantization; Ultrasonic imaging; Biomedical imaging; blood vessels; cancer; parameter estimation; ultrasonography; Algorithms; Contrast Media; Databases, Factual; Diffusion; Hemodynamics; Humans; Linear Models; Male; Prostatic Neoplasms; ROC Curve; Reproducibility of Results; Ultrasonography;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2011.2125981
Filename :
5728924
Link To Document :
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