Dataset Open Access
A. Arduino; F. Pennecchi; L. Zilberti; U. Katscher; M. G. Cox
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Electric Properties Tomography; Magnetic Resonance Imaging; Variance-covariance matrix; Shrinkage estimation; Law of propagation of uncertainty</subfield> </datafield> <controlfield tag="005">20210224105420.0</controlfield> <datafield tag="500" ind1=" " ind2=" "> <subfield code="a">The example relies on the implementation of phase-based Helmholtz EPT collected in the open-source C++ library EPTlib 0.1.1 (https://eptlib.github.io/), developed in the framework of the EMPIR Project 18HLT05 QUIERO (https://quiero-project.eu/).</subfield> </datafield> <controlfield tag="001">4248879</controlfield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">INRIM</subfield> <subfield code="a">F. Pennecchi</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">INRIM</subfield> <subfield code="a">L. Zilberti</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">Philips Research Laboratories</subfield> <subfield code="a">U. Katscher</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">NPL</subfield> <subfield code="a">M. G. Cox</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">5579324147</subfield> <subfield code="z">md5:2b00b7e207195df27fdcf4ebe729af63</subfield> <subfield code="u">https://zenodo.org/record/4248879/files/EMUE-D5-3-EPTTissueCharacterization.zip</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2020-11-06</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">openaire_data</subfield> <subfield code="p">user-emue</subfield> <subfield code="p">user-inrim</subfield> <subfield code="o">oai:zenodo.org:4248879</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">INRIM</subfield> <subfield code="a">A. Arduino</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">EMUE-D5-3-EPTTissueCharacterization</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-emue</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-inrim</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield> <subfield code="a">Creative Commons Attribution 4.0 International</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>Magnetic resonance-based electric properties tomography</p> <p>The example shows the uncertainty evaluation, under repeatability conditions, of a technique for Electric Properties Tomography (EPT), a quantitative imaging method based on Magnetic Resonance Imaging (MRI). Repeated acquisitions of MRI scans of a homogeneous cylindrical phantom are analysed with appropriate statistical techniques to evaluate the variance-covariance matrix of the EPT input. The latter is then propagated through the EPT technique according to the law of propagation of the uncertainty as described in the GUM [Activity A2.3.2].</p> <p>Files contained in the dataset are:</p> <ul> <li>ReadMe: text file describing the EMUE-D5-3-EPTTissueCharacterization dataset</li> <li>A232_Report.pdf: Report &ldquo;Magnetic resonance-based electric properties tomography&rdquo;</li> <li>A232_Report.tex: LaTeX file to be compiled in order to produce A232_Report.pdf</li> <li>CompendiumA232.bib: bibliography file</li> <li>kernel-shapes.png: plot in figure 1 of A232_Report.pdf</li> <li>acquired-maps.png: plot in figure 2 of A232_Report.pdf</li> <li>input-cov-pixel.png: plot in figure 3 of A232_Report.pdf</li> <li>output-cov.png: plot in figure 4 of A232_Report.pdf</li> <li>output-distr.png: plot in figure 5 of A232_Report.pdf</li> <li>code: directory containing the computational codes for the EPT software (C++) and post-processing (matlab)</li> <li>code/averages.m: matlab code that computes the averages, the weighted averages and the corresponding uncertainties</li> <li>code/CMakeLists.txt: cmake project for building the EPT software</li> <li>code/main.cc: C++ source file of the EPT software</li> <li>code/main.h: C++ header file of the EPT software</li> <li>data: directory containing the input and the output data of the EPT software</li> <li>data/emue-[0-2]-[1-5].toml: input configuration files for the EPT software</li> <li>data/emue-sphere.h5: input dataset of scans for the EPT software</li> <li>data/emue-sphere-scov.h5: input dataset of variance-covariance matrix computed with shrinkage estimation for the EPT software</li> <li>data/emue-[0-2]-[1-5].log: output log files of the EPT software</li> <li>data/emue-[0-2]-[1-5]-output.h5: output dataset files of the EPT software</li> </ul></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.4248878</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.4248879</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">dataset</subfield> </datafield> </record>
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