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Towards Clinical Applicability of the Diffusion-based DT-MRI Visualization Algorithm

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F12%3A00190095" target="_blank" >RIV/68407700:21340/12:00190095 - isvavai.cz</a>

  • Alternative codes found

    RIV/00023001:_____/12:00056414

  • Result on the web

    <a href="http://www.sciencedirect.com/science/article/pii/S1047320311001623" target="_blank" >http://www.sciencedirect.com/science/article/pii/S1047320311001623</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1016/j.jvcir.2011.11.009" target="_blank" >10.1016/j.jvcir.2011.11.009</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Towards Clinical Applicability of the Diffusion-based DT-MRI Visualization Algorithm

  • Original language description

    For the purpose of DT-MRI data visualization, an algorithm based on a numerical model of texture diffusion is proposed. As a prerequisite of entering clinical use, its parameters need to be adjusted properly so that the procedure gives satisfactory results with limited computational resources and time available. This contribution introduces the principles of the method and reports on the results of extensive computational studies aimed at finding optimal settings of the numerical scheme and model parameters with respect to visualization purposes. Total variation is used as a measure of visual quality of the produced images. Further, we provide evidence that using the algorithm is fully feasible on state of the art hardware. Finally, high resolution visualizations based on real data are demonstrated.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2012

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    Journal of Visual Communication and Image Representation

  • ISSN

    1047-3203

  • e-ISSN

  • Volume of the periodical

    23

  • Issue of the periodical within the volume

    2

  • Country of publishing house

    US - UNITED STATES

  • Number of pages

    10

  • Pages from-to

    387-396

  • UT code for WoS article

    000300198900015

  • EID of the result in the Scopus database