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
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Czech description
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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
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Result continuities
Project
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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
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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
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