Dataset Open Access

EMUE-D5-3-EPTTissueCharacterization

A. Arduino; F. Pennecchi; L. Zilberti; U. Katscher; M. G. Cox


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  <identifier identifierType="DOI">10.5281/zenodo.4248879</identifier>
  <creators>
    <creator>
      <creatorName>A. Arduino</creatorName>
      <affiliation>INRIM</affiliation>
    </creator>
    <creator>
      <creatorName>F. Pennecchi</creatorName>
      <affiliation>INRIM</affiliation>
    </creator>
    <creator>
      <creatorName>L. Zilberti</creatorName>
      <affiliation>INRIM</affiliation>
    </creator>
    <creator>
      <creatorName>U. Katscher</creatorName>
      <affiliation>Philips Research Laboratories</affiliation>
    </creator>
    <creator>
      <creatorName>M. G. Cox</creatorName>
      <affiliation>NPL</affiliation>
    </creator>
  </creators>
  <titles>
    <title>EMUE-D5-3-EPTTissueCharacterization</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <subjects>
    <subject>Electric Properties Tomography; Magnetic Resonance Imaging; Variance-covariance matrix; Shrinkage estimation; Law of propagation of uncertainty</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2020-11-06</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4248879</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4248878</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/emue</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/inrim</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.0</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Magnetic resonance-based electric properties tomography&lt;/p&gt;

&lt;p&gt;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].&lt;/p&gt;

&lt;p&gt;Files contained in the dataset are:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;ReadMe: text file describing the EMUE-D5-3-EPTTissueCharacterization dataset&lt;/li&gt;
	&lt;li&gt;A232_Report.pdf: Report &amp;ldquo;Magnetic resonance-based electric properties tomography&amp;rdquo;&lt;/li&gt;
	&lt;li&gt;A232_Report.tex: LaTeX file to be compiled in order to produce A232_Report.pdf&lt;/li&gt;
	&lt;li&gt;CompendiumA232.bib: bibliography file&lt;/li&gt;
	&lt;li&gt;kernel-shapes.png: plot in figure 1 of A232_Report.pdf&lt;/li&gt;
	&lt;li&gt;acquired-maps.png: plot in figure 2 of A232_Report.pdf&lt;/li&gt;
	&lt;li&gt;input-cov-pixel.png: plot in figure 3 of A232_Report.pdf&lt;/li&gt;
	&lt;li&gt;output-cov.png: plot in figure 4 of A232_Report.pdf&lt;/li&gt;
	&lt;li&gt;output-distr.png: plot in figure 5 of A232_Report.pdf&lt;/li&gt;
	&lt;li&gt;code: directory containing the computational codes for the EPT software (C++) and post-processing (matlab)&lt;/li&gt;
	&lt;li&gt;code/averages.m: matlab code that computes the averages, the weighted averages and the corresponding uncertainties&lt;/li&gt;
	&lt;li&gt;code/CMakeLists.txt: cmake project for building the EPT software&lt;/li&gt;
	&lt;li&gt;code/main.cc: C++ source file of the EPT software&lt;/li&gt;
	&lt;li&gt;code/main.h: C++ header file of the EPT software&lt;/li&gt;
	&lt;li&gt;data: directory containing the input and the output data of the EPT software&lt;/li&gt;
	&lt;li&gt;data/emue-[0-2]-[1-5].toml: input configuration files for the EPT software&lt;/li&gt;
	&lt;li&gt;data/emue-sphere.h5: input dataset of scans for the EPT software&lt;/li&gt;
	&lt;li&gt;data/emue-sphere-scov.h5: input dataset of variance-covariance matrix computed with shrinkage estimation for the EPT software&lt;/li&gt;
	&lt;li&gt;data/emue-[0-2]-[1-5].log: output log files of the EPT software&lt;/li&gt;
	&lt;li&gt;data/emue-[0-2]-[1-5]-output.h5: output dataset files of the EPT software&lt;/li&gt;
&lt;/ul&gt;</description>
    <description descriptionType="Other">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/).</description>
  </descriptions>
</resource>
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