January 17, 2020 Software Open Access

Kornek, Dominik; Berthold, Jonathan; Kögler, Toni

DCAT Export

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    <dct:title>SPCI-Reconstruction</dct:title>
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    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2020</dct:issued>
    <dcat:keyword>single plane compton imaging</dcat:keyword>
    <dcat:keyword>compton camera</dcat:keyword>
    <dcat:keyword>image reconstruction</dcat:keyword>
    <dcat:keyword>maximum-likelihood expectation-maximization</dcat:keyword>
    <dcat:keyword>origin ensemble</dcat:keyword>
    <dcat:keyword>nuclear medicine</dcat:keyword>
    <dcat:keyword>range verification in particle therapy</dcat:keyword>
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    <dct:description>&lt;p&gt;Single plane Compton imaging (SPCI) is a novel approach to medical imaging of gamma radiation [1]. The possible range of applications includes nuclear imaging and range verification in proton therapy. For the purpose of image reconstruction, a software tool written in ROOT [2] and named SPCI-Reconstruction [3] has been developed. The implementation features the well-established MLEM algorithm for binned data [4] as well as a Monte-Carlo based algorithm called Origin Ensemble [5]. Given a precalculated system matrix and a file containing the measurements, the emission densities of the gamma radiation source can be backprojected into a voxel-based image space.&lt;/p&gt; &lt;p&gt;[1] Pausch G et al. A novel scheme of compton imaging for nuclear medicine. 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD).&lt;/p&gt; &lt;p&gt;[2] CERN. ROOT &amp;ndash; Data Analysis Framework. Release 6.12/04 - 2017-12-13. https://&lt;a href="http://root.cern.ch/content/release-61204"&gt;root.cern.ch/content/release-61204&lt;/a&gt;.&lt;/p&gt; &lt;p&gt;[3] Kornek D. Anwendung von Maximum-Likelihood Expectation-Maximization und Origin Ensemble zur Rekonstruktion von Aktivit&amp;auml;tsverteilungen beim Single Plane Compton Imaging (SPCI). Master&amp;#39;s thesis. TU Dresden. 2019.&lt;/p&gt; &lt;p&gt;[4] Shepp LA, Vardi Y. Maximum likelihood reconstruction for emission tomography. IEEE Trans Med Imaging. 1982; 1(2):113-22.&lt;/p&gt; &lt;p&gt;[5] Sitek A. Representation of photon limited data in emission tomography using origin ensembles. Phys Med Biol. 2008 June; 53(12):3201-3216.&lt;/p&gt;</dct:description>
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