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Slice2Volume: Fusion of multimodal medical imaging and light microscopy data of irradiation-injured brain tissue in 3D.

Müller, Johannes; Suckert, Theresa; Beyreuther, Elke; Schneider, Moritz; Boucsein, Marc; Bodenstein, Elisabeth; Stolz-Kieslich, Liane; Krause, Mechthild; von Neubeck, Cläre; Haase, Robert; Lühr, Armin; Dietrich, Antje


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    <dcat:keyword>Preclinical</dcat:keyword>
    <dcat:keyword>Image fusion</dcat:keyword>
    <dcat:keyword>Proton radiation</dcat:keyword>
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    <dct:description>&lt;p&gt;The dataset contains comprehensive image data for a total of nine mice, which underwent normal tissue brain irradiation with 90&amp;nbsp;MeV protons.&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;br&gt; In particular, the image data comprise cone-bem computed tomographies (CBCT), Monte Carlo beam transport simulations based on those CTs, regular magnetic resonance imaging (MRI) follow-up (&amp;ge;&amp;nbsp;26 weeks), a co-aligned DSURQE mouse brain atlas&amp;nbsp;and scanned whole-brain tissue sections with histochemical and immunofluorescent markers for morphology (H&amp;amp;E), cell nuclei (DAPI), astrocytes (GFAP), microglia (Iba1), the intermediate filament protein Nestin, proliferation (Ki67), neurons (NeuN) and oligodendrocytes (OSP).&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;br&gt; The volumetric image data (i.e. CBCT, MRI and brain atlas) were co-aligned using the ImageJ plugin Big Warp. The CBCT data was used as spatial reference to allow for mask-based, slice-wise alignment of CBCT and light microscopy image data in 3D with the scriptable registration tool Elastix.&amp;nbsp;&amp;nbsp;&lt;/p&gt; &lt;p&gt;We provide the data in raw format and as aligned data sets, as well as their spatial transformations.&lt;/p&gt;</dct:description>
    <dct:description xml:lang="">{"references": ["Suckert, Theresa et al. (2019): High-precision image-guided proton irradiation of mouse brain sub-volumes", "Bogovic, J. A. et al. (2016): Robust registration of calcium images by learned contrast synthesis", "S. Klein et al. (2010), elastix: a toolbox for intensity based medical image registration"]}</dct:description>
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