• 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