FHIR Osiris Implementation Guide
1.1.0 - trial-implementation

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## : IBSI Code System - JSON Representation

Draft as of 2025-04-03

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    {
      "resourceType" : "CodeSystem",
      "id" : "IBSICS",
      "text" : {
        "status" : "generated",
        "div" : "<div xmlns=\"http://www.w3.org/1999/xhtml\"><p class=\"res-header-id\"><b>Generated Narrative: CodeSystem IBSICS</b></p><a name=\"IBSICS\"> </a><a name=\"hcIBSICS\"> </a><a name=\"IBSICS-en-US\"> </a><p>This  code system <code>https://ibsi.readthedocs.io/en/latest/</code> defines the following codes:</p><table class=\"codes\"><tr><td style=\"white-space:nowrap\"><b>Code</b></td><td><b>Display</b></td></tr><tr><td style=\"white-space:nowrap\">HCUG<a name=\"IBSICS-HCUG\"> </a></td><td>Morphological features</td></tr><tr><td style=\"white-space:nowrap\">RNU0<a name=\"IBSICS-RNU0\"> </a></td><td>Volume</td></tr><tr><td style=\"white-space:nowrap\">YEKZ<a name=\"IBSICS-YEKZ\"> </a></td><td>Approximate volume</td></tr><tr><td style=\"white-space:nowrap\">C0JK<a name=\"IBSICS-C0JK\"> </a></td><td>Surface area</td></tr><tr><td style=\"white-space:nowrap\">2PR5<a name=\"IBSICS-2PR5\"> </a></td><td>Surface to volume ratio</td></tr><tr><td style=\"white-space:nowrap\">SKGS<a name=\"IBSICS-SKGS\"> </a></td><td>Compactness 1</td></tr><tr><td style=\"white-space:nowrap\">BQWJ<a name=\"IBSICS-BQWJ\"> </a></td><td>Compactness 2</td></tr><tr><td style=\"white-space:nowrap\">KRCK<a name=\"IBSICS-KRCK\"> </a></td><td>Spherical disproportion</td></tr><tr><td style=\"white-space:nowrap\">QCFX<a name=\"IBSICS-QCFX\"> </a></td><td>Sphericity</td></tr><tr><td style=\"white-space:nowrap\">25C7<a name=\"IBSICS-25C7\"> </a></td><td>Asphericity</td></tr><tr><td style=\"white-space:nowrap\">KLMA<a name=\"IBSICS-KLMA\"> </a></td><td>Centre of mass shift</td></tr><tr><td style=\"white-space:nowrap\">L0JK<a name=\"IBSICS-L0JK\"> </a></td><td>Maximum 3D diameter</td></tr><tr><td style=\"white-space:nowrap\">TDIC<a name=\"IBSICS-TDIC\"> </a></td><td>Major axis length</td></tr><tr><td style=\"white-space:nowrap\">P9VJ<a name=\"IBSICS-P9VJ\"> </a></td><td>Minor axis length</td></tr><tr><td style=\"white-space:nowrap\">7J51<a name=\"IBSICS-7J51\"> </a></td><td>Least axis length</td></tr><tr><td style=\"white-space:nowrap\">Q3CK<a name=\"IBSICS-Q3CK\"> </a></td><td>Elongation</td></tr><tr><td style=\"white-space:nowrap\">N17B<a name=\"IBSICS-N17B\"> </a></td><td>Flatness</td></tr><tr><td style=\"white-space:nowrap\">PBX1<a name=\"IBSICS-PBX1\"> </a></td><td>Volume density - axis-aligned bounding box</td></tr><tr><td style=\"white-space:nowrap\">R59B<a name=\"IBSICS-R59B\"> </a></td><td>Area density - axis-aligned bounding box</td></tr><tr><td style=\"white-space:nowrap\">ZH1A<a name=\"IBSICS-ZH1A\"> </a></td><td>Volume density - oriented minimum bounding box</td></tr><tr><td style=\"white-space:nowrap\">IQYR<a name=\"IBSICS-IQYR\"> </a></td><td>Area density - oriented minimum bounding box</td></tr><tr><td style=\"white-space:nowrap\">6BDE<a name=\"IBSICS-6BDE\"> </a></td><td>Volume density - approximate enclosing ellipsoid</td></tr><tr><td style=\"white-space:nowrap\">RDD2<a name=\"IBSICS-RDD2\"> </a></td><td>Area density - approximate enclosing ellipsoid</td></tr><tr><td style=\"white-space:nowrap\">SWZ1<a name=\"IBSICS-SWZ1\"> </a></td><td>Volume density - minimum volume enclosing ellipsoid</td></tr><tr><td style=\"white-space:nowrap\">BRI8<a name=\"IBSICS-BRI8\"> </a></td><td>Area density - minimum volume enclosing ellipsoid</td></tr><tr><td style=\"white-space:nowrap\">R3ER<a name=\"IBSICS-R3ER\"> </a></td><td>Volume density - convex hull</td></tr><tr><td style=\"white-space:nowrap\">7T7F<a name=\"IBSICS-7T7F\"> </a></td><td>Area density - convex hull</td></tr><tr><td style=\"white-space:nowrap\">99N0<a name=\"IBSICS-99N0\"> </a></td><td>Integrated intensity</td></tr><tr><td style=\"white-space:nowrap\">N365<a name=\"IBSICS-N365\"> </a></td><td>Moran's I index</td></tr><tr><td style=\"white-space:nowrap\">NPT7<a name=\"IBSICS-NPT7\"> </a></td><td>Geary's C measure</td></tr><tr><td style=\"white-space:nowrap\">9ST6<a name=\"IBSICS-9ST6\"> </a></td><td>Local intensity features</td></tr><tr><td style=\"white-space:nowrap\">VJGA<a name=\"IBSICS-VJGA\"> </a></td><td>Local intensity peak</td></tr><tr><td style=\"white-space:nowrap\">0F91<a name=\"IBSICS-0F91\"> </a></td><td>Global intensity peak</td></tr><tr><td style=\"white-space:nowrap\">UHIW<a name=\"IBSICS-UHIW\"> </a></td><td>Intensity-based statistical features</td></tr><tr><td style=\"white-space:nowrap\">Q4LE<a name=\"IBSICS-Q4LE\"> </a></td><td>Mean</td></tr><tr><td style=\"white-space:nowrap\">ECT3<a name=\"IBSICS-ECT3\"> </a></td><td>Variance</td></tr><tr><td style=\"white-space:nowrap\">KE2A<a name=\"IBSICS-KE2A\"> </a></td><td>Skewness</td></tr><tr><td style=\"white-space:nowrap\">IPH6<a name=\"IBSICS-IPH6\"> </a></td><td>Kurtosis</td></tr><tr><td style=\"white-space:nowrap\">Y12H<a name=\"IBSICS-Y12H\"> </a></td><td>Median</td></tr><tr><td style=\"white-space:nowrap\">1GSF<a name=\"IBSICS-1GSF\"> </a></td><td>Minimum grey level</td></tr><tr><td style=\"white-space:nowrap\">QG58<a name=\"IBSICS-QG58\"> </a></td><td>10th percentile</td></tr><tr><td style=\"white-space:nowrap\">8DWT<a name=\"IBSICS-8DWT\"> </a></td><td>90th percentile</td></tr><tr><td style=\"white-space:nowrap\">84IY<a name=\"IBSICS-84IY\"> </a></td><td>Maximum grey level</td></tr><tr><td style=\"white-space:nowrap\">SALO<a name=\"IBSICS-SALO\"> </a></td><td>Interquartile range</td></tr><tr><td style=\"white-space:nowrap\">2OJQ<a name=\"IBSICS-2OJQ\"> </a></td><td>Range</td></tr><tr><td style=\"white-space:nowrap\">4FUA<a name=\"IBSICS-4FUA\"> </a></td><td>Mean absolute deviation</td></tr><tr><td style=\"white-space:nowrap\">1128<a name=\"IBSICS-1128\"> </a></td><td>Robust mean absolute deviation</td></tr><tr><td style=\"white-space:nowrap\">N72L<a name=\"IBSICS-N72L\"> </a></td><td>Median absolute deviation</td></tr><tr><td style=\"white-space:nowrap\">7TET<a name=\"IBSICS-7TET\"> </a></td><td>Coefficient of variation</td></tr><tr><td style=\"white-space:nowrap\">9S40<a name=\"IBSICS-9S40\"> </a></td><td>Quartile coefficient of dispersion</td></tr><tr><td style=\"white-space:nowrap\">N8CA<a name=\"IBSICS-N8CA\"> </a></td><td>Energy</td></tr><tr><td style=\"white-space:nowrap\">5ZWQ<a name=\"IBSICS-5ZWQ\"> </a></td><td>Root mean square</td></tr><tr><td style=\"white-space:nowrap\">ZVCW<a name=\"IBSICS-ZVCW\"> </a></td><td>Intensity histogram features</td></tr><tr><td style=\"white-space:nowrap\">X6K6<a name=\"IBSICS-X6K6\"> </a></td><td>Intensity histogram mean</td></tr><tr><td style=\"white-space:nowrap\">CH89<a name=\"IBSICS-CH89\"> </a></td><td>Intensity histogram variance</td></tr><tr><td style=\"white-space:nowrap\">88K1<a name=\"IBSICS-88K1\"> </a></td><td>Intensity histogram skewness</td></tr><tr><td style=\"white-space:nowrap\">C3I7<a name=\"IBSICS-C3I7\"> </a></td><td>Intensity histogram kurtosis</td></tr><tr><td style=\"white-space:nowrap\">WIFQ<a name=\"IBSICS-WIFQ\"> </a></td><td>Intensity histogram median</td></tr><tr><td style=\"white-space:nowrap\">1PR8<a name=\"IBSICS-1PR8\"> </a></td><td>Intensity histogram minimum grey level</td></tr><tr><td style=\"white-space:nowrap\">GPMT<a name=\"IBSICS-GPMT\"> </a></td><td>Intensity histogram 10th percentile</td></tr><tr><td style=\"white-space:nowrap\">OZ0C<a name=\"IBSICS-OZ0C\"> </a></td><td>Intensity histogram 90th percentile</td></tr><tr><td style=\"white-space:nowrap\">3NCY<a name=\"IBSICS-3NCY\"> </a></td><td>Intensity histogram maximum grey level</td></tr><tr><td style=\"white-space:nowrap\">AMMC<a name=\"IBSICS-AMMC\"> </a></td><td>Intensity histogram mode</td></tr><tr><td style=\"white-space:nowrap\">WR0O<a name=\"IBSICS-WR0O\"> </a></td><td>Intensity histogram interquartile range</td></tr><tr><td style=\"white-space:nowrap\">5Z3W<a name=\"IBSICS-5Z3W\"> </a></td><td>Intensity histogram range</td></tr><tr><td style=\"white-space:nowrap\">D2ZX<a name=\"IBSICS-D2ZX\"> </a></td><td>Intensity histogram mean absolute deviation</td></tr><tr><td style=\"white-space:nowrap\">WRZB<a name=\"IBSICS-WRZB\"> </a></td><td>Intensity histogram robust mean absolute deviation</td></tr><tr><td style=\"white-space:nowrap\">4RNL<a name=\"IBSICS-4RNL\"> </a></td><td>Intensity histogram median absolute deviation</td></tr><tr><td style=\"white-space:nowrap\">CWYJ<a name=\"IBSICS-CWYJ\"> </a></td><td>Intensity histogram coefficient of variation</td></tr><tr><td style=\"white-space:nowrap\">SLWD<a name=\"IBSICS-SLWD\"> </a></td><td>Intensity histogram quartile coefficient of dispersion</td></tr><tr><td style=\"white-space:nowrap\">TLU2<a name=\"IBSICS-TLU2\"> </a></td><td>Intensity histogram entropy</td></tr><tr><td style=\"white-space:nowrap\">BJ5W<a name=\"IBSICS-BJ5W\"> </a></td><td>Intensity histogram uniformity</td></tr><tr><td style=\"white-space:nowrap\">12CE<a name=\"IBSICS-12CE\"> </a></td><td>Maximum histogram gradient</td></tr><tr><td style=\"white-space:nowrap\">8E6O<a name=\"IBSICS-8E6O\"> </a></td><td>Maximum histogram gradient grey level</td></tr><tr><td style=\"white-space:nowrap\">VQB3<a name=\"IBSICS-VQB3\"> </a></td><td>Minimum histogram gradient</td></tr><tr><td style=\"white-space:nowrap\">RHQZ<a name=\"IBSICS-RHQZ\"> </a></td><td>Minimum histogram gradient grey level</td></tr><tr><td style=\"white-space:nowrap\">P88C<a name=\"IBSICS-P88C\"> </a></td><td>Intensity-volume histogram features</td></tr><tr><td style=\"white-space:nowrap\">BC2M<a name=\"IBSICS-BC2M\"> </a></td><td>Volume at intensity fraction</td></tr><tr><td style=\"white-space:nowrap\">GBPN<a name=\"IBSICS-GBPN\"> </a></td><td>Intensity at volume fraction</td></tr><tr><td style=\"white-space:nowrap\">DDTU<a name=\"IBSICS-DDTU\"> </a></td><td>Volume fraction difference between intensity fractions</td></tr><tr><td style=\"white-space:nowrap\">CNV2<a name=\"IBSICS-CNV2\"> </a></td><td>Intensity fraction difference between volume fractions</td></tr><tr><td style=\"white-space:nowrap\">9CMM<a name=\"IBSICS-9CMM\"> </a></td><td>Area under IVH curve</td></tr><tr><td style=\"white-space:nowrap\">LFYI<a name=\"IBSICS-LFYI\"> </a></td><td>Grey level co-occurrence based features</td></tr><tr><td style=\"white-space:nowrap\">GYBY<a name=\"IBSICS-GYBY\"> </a></td><td>Joint maximum</td></tr><tr><td style=\"white-space:nowrap\">60VM<a name=\"IBSICS-60VM\"> </a></td><td>Joint average</td></tr><tr><td style=\"white-space:nowrap\">UR99<a name=\"IBSICS-UR99\"> </a></td><td>Joint variance</td></tr><tr><td style=\"white-space:nowrap\">TU9B<a name=\"IBSICS-TU9B\"> </a></td><td>Joint entropy</td></tr><tr><td style=\"white-space:nowrap\">TF7R<a name=\"IBSICS-TF7R\"> </a></td><td>Difference average</td></tr><tr><td style=\"white-space:nowrap\">D3YU<a name=\"IBSICS-D3YU\"> </a></td><td>Difference variance</td></tr><tr><td style=\"white-space:nowrap\">NTRS<a name=\"IBSICS-NTRS\"> </a></td><td>Difference entropy</td></tr><tr><td style=\"white-space:nowrap\">ZGXS<a name=\"IBSICS-ZGXS\"> </a></td><td>Sum average</td></tr><tr><td style=\"white-space:nowrap\">OEEB<a name=\"IBSICS-OEEB\"> </a></td><td>Sum variance</td></tr><tr><td style=\"white-space:nowrap\">P6QZ<a name=\"IBSICS-P6QZ\"> </a></td><td>Sum entropy</td></tr><tr><td style=\"white-space:nowrap\">8ZQL<a name=\"IBSICS-8ZQL\"> </a></td><td>Angular second moment</td></tr><tr><td style=\"white-space:nowrap\">ACUI<a name=\"IBSICS-ACUI\"> </a></td><td>Contrast</td></tr><tr><td style=\"white-space:nowrap\">8S9J<a name=\"IBSICS-8S9J\"> </a></td><td>Dissimilarity</td></tr><tr><td style=\"white-space:nowrap\">IB1Z<a name=\"IBSICS-IB1Z\"> </a></td><td>Inverse difference</td></tr><tr><td style=\"white-space:nowrap\">NDRX<a name=\"IBSICS-NDRX\"> </a></td><td>Normalised inverse difference</td></tr><tr><td style=\"white-space:nowrap\">WF0Z<a name=\"IBSICS-WF0Z\"> </a></td><td>Inverse difference moment</td></tr><tr><td style=\"white-space:nowrap\">1QCO<a name=\"IBSICS-1QCO\"> </a></td><td>Normalised inverse difference moment</td></tr><tr><td style=\"white-space:nowrap\">E8JP<a name=\"IBSICS-E8JP\"> </a></td><td>Inverse variance</td></tr><tr><td style=\"white-space:nowrap\">NI2N<a name=\"IBSICS-NI2N\"> </a></td><td>Correlation</td></tr><tr><td style=\"white-space:nowrap\">QWB0<a name=\"IBSICS-QWB0\"> </a></td><td>Autocorrelation</td></tr><tr><td style=\"white-space:nowrap\">DG8W<a name=\"IBSICS-DG8W\"> </a></td><td>Cluster tendency</td></tr><tr><td style=\"white-space:nowrap\">7NFM<a name=\"IBSICS-7NFM\"> </a></td><td>Cluster shade</td></tr><tr><td style=\"white-space:nowrap\">AE86<a name=\"IBSICS-AE86\"> </a></td><td>Cluster prominence</td></tr><tr><td style=\"white-space:nowrap\">R8DG<a name=\"IBSICS-R8DG\"> </a></td><td>First measure of information correlation</td></tr><tr><td style=\"white-space:nowrap\">JN9H<a name=\"IBSICS-JN9H\"> </a></td><td>Second measure of information correlation</td></tr><tr><td style=\"white-space:nowrap\">TP0I<a name=\"IBSICS-TP0I\"> </a></td><td>Grey level run length based features</td></tr><tr><td style=\"white-space:nowrap\">22OV<a name=\"IBSICS-22OV\"> </a></td><td>Short runs emphasis</td></tr><tr><td style=\"white-space:nowrap\">W4KF<a name=\"IBSICS-W4KF\"> </a></td><td>Long runs emphasis</td></tr><tr><td style=\"white-space:nowrap\">V3SW<a name=\"IBSICS-V3SW\"> </a></td><td>Low grey level run emphasis</td></tr><tr><td style=\"white-space:nowrap\">G3QZ<a name=\"IBSICS-G3QZ\"> </a></td><td>High grey level run emphasis</td></tr><tr><td style=\"white-space:nowrap\">HTZT<a name=\"IBSICS-HTZT\"> </a></td><td>Short run low grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">GD3A<a name=\"IBSICS-GD3A\"> </a></td><td>Short run high grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">IVPO<a name=\"IBSICS-IVPO\"> </a></td><td>Long run low grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">3KUM<a name=\"IBSICS-3KUM\"> </a></td><td>Long run high grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">R5YN<a name=\"IBSICS-R5YN\"> </a></td><td>Grey level non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">OVBL<a name=\"IBSICS-OVBL\"> </a></td><td>Normalised grey level non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">W92Y<a name=\"IBSICS-W92Y\"> </a></td><td>Run length non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">IC23<a name=\"IBSICS-IC23\"> </a></td><td>Normalised run length non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">9ZK5<a name=\"IBSICS-9ZK5\"> </a></td><td>Run percentage</td></tr><tr><td style=\"white-space:nowrap\">8CE5<a name=\"IBSICS-8CE5\"> </a></td><td>Grey level variance</td></tr><tr><td style=\"white-space:nowrap\">SXLW<a name=\"IBSICS-SXLW\"> </a></td><td>Run length variance</td></tr><tr><td style=\"white-space:nowrap\">HJ9O<a name=\"IBSICS-HJ9O\"> </a></td><td>Run entropy</td></tr><tr><td style=\"white-space:nowrap\">9SAK<a name=\"IBSICS-9SAK\"> </a></td><td>Grey level size zone based features</td></tr><tr><td style=\"white-space:nowrap\">5QRC<a name=\"IBSICS-5QRC\"> </a></td><td>Small zone emphasis</td></tr><tr><td style=\"white-space:nowrap\">48P8<a name=\"IBSICS-48P8\"> </a></td><td>Large zone emphasis</td></tr><tr><td style=\"white-space:nowrap\">XMSY<a name=\"IBSICS-XMSY\"> </a></td><td>Low grey level zone emphasis</td></tr><tr><td style=\"white-space:nowrap\">5GN9<a name=\"IBSICS-5GN9\"> </a></td><td>High grey level zone emphasis</td></tr><tr><td style=\"white-space:nowrap\">5RAI<a name=\"IBSICS-5RAI\"> </a></td><td>Small zone low grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">HW1V<a name=\"IBSICS-HW1V\"> </a></td><td>Small zone high grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">YH51<a name=\"IBSICS-YH51\"> </a></td><td>Large zone low grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">J17V<a name=\"IBSICS-J17V\"> </a></td><td>Large zone high grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">JNSA<a name=\"IBSICS-JNSA\"> </a></td><td>Grey level non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">Y1RO<a name=\"IBSICS-Y1RO\"> </a></td><td>Normalised grey level non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">4JP3<a name=\"IBSICS-4JP3\"> </a></td><td>Zone size non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">VB3A<a name=\"IBSICS-VB3A\"> </a></td><td>Normalised zone size non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">P30P<a name=\"IBSICS-P30P\"> </a></td><td>Zone percentage</td></tr><tr><td style=\"white-space:nowrap\">BYLV<a name=\"IBSICS-BYLV\"> </a></td><td>Grey level variance</td></tr><tr><td style=\"white-space:nowrap\">3NSA<a name=\"IBSICS-3NSA\"> </a></td><td>Zone size variance</td></tr><tr><td style=\"white-space:nowrap\">GU8N<a name=\"IBSICS-GU8N\"> </a></td><td>Zone size entropy</td></tr><tr><td style=\"white-space:nowrap\">VMDZ<a name=\"IBSICS-VMDZ\"> </a></td><td>Grey level distance zone based features</td></tr><tr><td style=\"white-space:nowrap\">0GBI<a name=\"IBSICS-0GBI\"> </a></td><td>Small distance emphasis</td></tr><tr><td style=\"white-space:nowrap\">MB4I<a name=\"IBSICS-MB4I\"> </a></td><td>Large distance emphasis</td></tr><tr><td style=\"white-space:nowrap\">S1RA<a name=\"IBSICS-S1RA\"> </a></td><td>Low grey level zone emphasis</td></tr><tr><td style=\"white-space:nowrap\">K26C<a name=\"IBSICS-K26C\"> </a></td><td>High grey level zone emphasis</td></tr><tr><td style=\"white-space:nowrap\">RUVG<a name=\"IBSICS-RUVG\"> </a></td><td>Small distance low grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">DKNJ<a name=\"IBSICS-DKNJ\"> </a></td><td>Small distance high grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">A7WM<a name=\"IBSICS-A7WM\"> </a></td><td>Large distance low grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">KLTH<a name=\"IBSICS-KLTH\"> </a></td><td>Large distance high grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">VFT7<a name=\"IBSICS-VFT7\"> </a></td><td>Grey level non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">7HP3<a name=\"IBSICS-7HP3\"> </a></td><td>Normalised grey level non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">V294<a name=\"IBSICS-V294\"> </a></td><td>Zone distance non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">IATH<a name=\"IBSICS-IATH\"> </a></td><td>Zone distance non-uniformity normalised</td></tr><tr><td style=\"white-space:nowrap\">VIWW<a name=\"IBSICS-VIWW\"> </a></td><td>Zone percentage</td></tr><tr><td style=\"white-space:nowrap\">QK93<a name=\"IBSICS-QK93\"> </a></td><td>Grey level variance</td></tr><tr><td style=\"white-space:nowrap\">7WT1<a name=\"IBSICS-7WT1\"> </a></td><td>Zone distance variance</td></tr><tr><td style=\"white-space:nowrap\">GBDU<a name=\"IBSICS-GBDU\"> </a></td><td>Zone distance entropy</td></tr><tr><td style=\"white-space:nowrap\">IPET<a name=\"IBSICS-IPET\"> </a></td><td>Neighbourhood grey tone difference based features</td></tr><tr><td style=\"white-space:nowrap\">QCDE<a name=\"IBSICS-QCDE\"> </a></td><td>Coarseness</td></tr><tr><td style=\"white-space:nowrap\">65HE<a name=\"IBSICS-65HE\"> </a></td><td>Contrast</td></tr><tr><td style=\"white-space:nowrap\">NQ30<a name=\"IBSICS-NQ30\"> </a></td><td>Busyness</td></tr><tr><td style=\"white-space:nowrap\">HDEZ<a name=\"IBSICS-HDEZ\"> </a></td><td>Complexity</td></tr><tr><td style=\"white-space:nowrap\">1X9X<a name=\"IBSICS-1X9X\"> </a></td><td>Strength</td></tr><tr><td style=\"white-space:nowrap\">REK0<a name=\"IBSICS-REK0\"> </a></td><td>Neighbouring grey level dependence based features</td></tr><tr><td style=\"white-space:nowrap\">SODN<a name=\"IBSICS-SODN\"> </a></td><td>Low dependence emphasis</td></tr><tr><td style=\"white-space:nowrap\">IMOQ<a name=\"IBSICS-IMOQ\"> </a></td><td>High dependence emphasis</td></tr><tr><td style=\"white-space:nowrap\">TL9H<a name=\"IBSICS-TL9H\"> </a></td><td>Low grey level count emphasis</td></tr><tr><td style=\"white-space:nowrap\">OAE7<a name=\"IBSICS-OAE7\"> </a></td><td>High grey level count emphasis</td></tr><tr><td style=\"white-space:nowrap\">EQ3F<a name=\"IBSICS-EQ3F\"> </a></td><td>Low dependence low grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">JA6D<a name=\"IBSICS-JA6D\"> </a></td><td>Low dependence high grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">NBZI<a name=\"IBSICS-NBZI\"> </a></td><td>High dependence low grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">9QMG<a name=\"IBSICS-9QMG\"> </a></td><td>High dependence high grey level emphasis</td></tr><tr><td style=\"white-space:nowrap\">FP8K<a name=\"IBSICS-FP8K\"> </a></td><td>Grey level non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">5SPA<a name=\"IBSICS-5SPA\"> </a></td><td>Normalised grey level non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">Z87G<a name=\"IBSICS-Z87G\"> </a></td><td>Dependence count non-uniformity</td></tr><tr><td style=\"white-space:nowrap\">OKJI<a name=\"IBSICS-OKJI\"> </a></td><td>Dependence count non-uniformity normalised</td></tr><tr><td style=\"white-space:nowrap\">6XV8<a name=\"IBSICS-6XV8\"> </a></td><td>Dependence count percentage</td></tr><tr><td style=\"white-space:nowrap\">1PFV<a name=\"IBSICS-1PFV\"> </a></td><td>Grey level variance</td></tr><tr><td style=\"white-space:nowrap\">DNX2<a name=\"IBSICS-DNX2\"> </a></td><td>Dependence count variance</td></tr><tr><td style=\"white-space:nowrap\">FCBV<a name=\"IBSICS-FCBV\"> </a></td><td>Dependence count entropy</td></tr><tr><td style=\"white-space:nowrap\">CAS9<a name=\"IBSICS-CAS9\"> </a></td><td>Dependence count energy</td></tr><tr><td style=\"white-space:nowrap\">5QB6<a name=\"IBSICS-5QB6\"> </a></td><td>feature aggregation</td></tr><tr><td style=\"white-space:nowrap\">3IDG<a name=\"IBSICS-3IDG\"> </a></td><td>feature computed per slice, and averaged over slices</td></tr><tr><td style=\"white-space:nowrap\">DHQ4<a name=\"IBSICS-DHQ4\"> </a></td><td>feature computed over the volume</td></tr><tr><td style=\"white-space:nowrap\">BTW3<a name=\"IBSICS-BTW3\"> </a></td><td>feature computed from 2D directional matrix and averaged over 2D directions and slices</td></tr><tr><td style=\"white-space:nowrap\">SUJT<a name=\"IBSICS-SUJT\"> </a></td><td>feature computed from a single matrix after merging 2D directional matrices per slice, and averaged over slices</td></tr><tr><td style=\"white-space:nowrap\">ZW7Z<a name=\"IBSICS-ZW7Z\"> </a></td><td>feature computed from a single matrix after merging all 2D directional matrices</td></tr><tr><td style=\"white-space:nowrap\">ITBB<a name=\"IBSICS-ITBB\"> </a></td><td>feature computed from 3D directional matrix and averaged over 3D directions</td></tr><tr><td style=\"white-space:nowrap\">IAZD<a name=\"IBSICS-IAZD\"> </a></td><td>feature computed from a single matrix after merging all 3D directional matrices</td></tr><tr><td style=\"white-space:nowrap\">8QNN<a name=\"IBSICS-8QNN\"> </a></td><td>feature computed from 2D matrix and averaged over slices</td></tr><tr><td style=\"white-space:nowrap\">62GR<a name=\"IBSICS-62GR\"> </a></td><td>feature computed from a single matrix after merging all 2D matrices</td></tr><tr><td style=\"white-space:nowrap\">KOBO<a name=\"IBSICS-KOBO\"> </a></td><td>feature computed from 3D matrix</td></tr><tr><td style=\"white-space:nowrap\">MPUJ<a name=\"IBSICS-MPUJ\"> </a></td><td>grid distances</td></tr><tr><td style=\"white-space:nowrap\">LIFZ<a name=\"IBSICS-LIFZ\"> </a></td><td>manhattan norm</td></tr><tr><td style=\"white-space:nowrap\">G9EV<a name=\"IBSICS-G9EV\"> </a></td><td>euclidean norm</td></tr><tr><td style=\"white-space:nowrap\">PVMT<a name=\"IBSICS-PVMT\"> </a></td><td>chebyshev norm</td></tr><tr><td style=\"white-space:nowrap\">ECJF<a name=\"IBSICS-ECJF\"> </a></td><td>ROI submasks</td></tr><tr><td style=\"white-space:nowrap\">SEFI<a name=\"IBSICS-SEFI\"> </a></td><td>intensity mask</td></tr><tr><td style=\"white-space:nowrap\">G5KJ<a name=\"IBSICS-G5KJ\"> </a></td><td>morphological mask</td></tr><tr><td style=\"white-space:nowrap\">IF9H<a name=\"IBSICS-IF9H\"> </a></td><td>re-segmentation</td></tr><tr><td style=\"white-space:nowrap\">USB3<a name=\"IBSICS-USB3\"> </a></td><td>range re-segmentation</td></tr><tr><td style=\"white-space:nowrap\">7ACA<a name=\"IBSICS-7ACA\"> </a></td><td>outlier filtering</td></tr><tr><td style=\"white-space:nowrap\">6CK8<a name=\"IBSICS-6CK8\"> </a></td><td>distance weighting</td></tr><tr><td style=\"white-space:nowrap\">LQD8<a name=\"IBSICS-LQD8\"> </a></td><td>volume voxel representation</td></tr><tr><td style=\"white-space:nowrap\">4KW8<a name=\"IBSICS-4KW8\"> </a></td><td>volume voxel point set representation</td></tr><tr><td style=\"white-space:nowrap\">WRJH<a name=\"IBSICS-WRJH\"> </a></td><td>volume voxel mesh representation</td></tr><tr><td style=\"white-space:nowrap\">4R0B<a name=\"IBSICS-4R0B\"> </a></td><td>discretisation</td></tr><tr><td style=\"white-space:nowrap\">Q3RU<a name=\"IBSICS-Q3RU\"> </a></td><td>fixed bin size</td></tr><tr><td style=\"white-space:nowrap\">K15C<a name=\"IBSICS-K15C\"> </a></td><td>fixed bin number</td></tr><tr><td style=\"white-space:nowrap\">23XZ<a name=\"IBSICS-23XZ\"> </a></td><td>data conversion</td></tr><tr><td style=\"white-space:nowrap\">PCDE<a name=\"IBSICS-PCDE\"> </a></td><td>image post-acquisition processing</td></tr><tr><td style=\"white-space:nowrap\">OQYT<a name=\"IBSICS-OQYT\"> </a></td><td>segmentation</td></tr><tr><td style=\"white-space:nowrap\">VTM2<a name=\"IBSICS-VTM2\"> </a></td><td>interpolation</td></tr><tr><td style=\"white-space:nowrap\">68QD<a name=\"IBSICS-68QD\"> </a></td><td>intensity rounding after interpolation</td></tr><tr><td style=\"white-space:nowrap\">E8H9<a name=\"IBSICS-E8H9\"> </a></td><td>roi mask partial volume</td></tr><tr><td style=\"white-space:nowrap\">UMPJ<a name=\"IBSICS-UMPJ\"> </a></td><td>interpolation grid</td></tr><tr><td style=\"white-space:nowrap\">58MB<a name=\"IBSICS-58MB\"> </a></td><td>fit to original grid</td></tr><tr><td style=\"white-space:nowrap\">SBKJ<a name=\"IBSICS-SBKJ\"> </a></td><td>align grid origins</td></tr><tr><td style=\"white-space:nowrap\">3WE3<a name=\"IBSICS-3WE3\"> </a></td><td>align grid centers</td></tr><tr><td style=\"white-space:nowrap\">026Q<a name=\"IBSICS-026Q\"> </a></td><td>align grid centers interpolation grid dimensions</td></tr><tr><td style=\"white-space:nowrap\">QCY4<a name=\"IBSICS-QCY4\"> </a></td><td>align grid centers grid positions</td></tr><tr><td style=\"white-space:nowrap\">1OBP<a name=\"IBSICS-1OBP\"> </a></td><td>ROI extraction</td></tr><tr><td style=\"white-space:nowrap\">JJUI<a name=\"IBSICS-JJUI\"> </a></td><td>feature computed from a single matrix after merging 2D directional matrices per direction, and averaged over directions</td></tr><tr><td style=\"white-space:nowrap\">GFJV<a name=\"IBSICS-GFJV\"> </a></td><td>Calculation Run Space</td></tr><tr><td style=\"white-space:nowrap\">CINW<a name=\"IBSICS-CINW\"> </a></td><td>FeatureParameterSpace</td></tr><tr><td style=\"white-space:nowrap\">1XL1<a name=\"IBSICS-1XL1\"> </a></td><td>texture matrix aggregation parameters</td></tr><tr><td style=\"white-space:nowrap\">8QU8<a name=\"IBSICS-8QU8\"> </a></td><td>intensity discretization parameters</td></tr><tr><td style=\"white-space:nowrap\">I7X7<a name=\"IBSICS-I7X7\"> </a></td><td>histogram equalisation</td></tr><tr><td style=\"white-space:nowrap\">SSX6<a name=\"IBSICS-SSX6\"> </a></td><td>Lloyd-Max discretisation</td></tr><tr><td style=\"white-space:nowrap\">OWOH<a name=\"IBSICS-OWOH\"> </a></td><td>feature specific parameters</td></tr><tr><td style=\"white-space:nowrap\">9LZ9<a name=\"IBSICS-9LZ9\"> </a></td><td>asymmetrical co-occurrence matrix</td></tr><tr><td style=\"white-space:nowrap\">2IQV<a name=\"IBSICS-2IQV\"> </a></td><td>symmetrical co-occurrence matrix</td></tr><tr><td style=\"white-space:nowrap\">3S2S<a name=\"IBSICS-3S2S\"> </a></td><td>distance weighting function</td></tr><tr><td style=\"white-space:nowrap\">V0L6<a name=\"IBSICS-V0L6\"> </a></td><td>no distance weighting</td></tr><tr><td style=\"white-space:nowrap\">4S5Z<a name=\"IBSICS-4S5Z\"> </a></td><td>GLCM specific parameters</td></tr><tr><td style=\"white-space:nowrap\">0OW5<a name=\"IBSICS-0OW5\"> </a></td><td>GLRLM specific parameters</td></tr><tr><td style=\"white-space:nowrap\">6SLW<a name=\"IBSICS-6SLW\"> </a></td><td>GLDZM specific parameters</td></tr><tr><td style=\"white-space:nowrap\">MV8M<a name=\"IBSICS-MV8M\"> </a></td><td>NGTDM specific parameters</td></tr><tr><td style=\"white-space:nowrap\">KQW7<a name=\"IBSICS-KQW7\"> </a></td><td>IntVolSpecificParameters</td></tr><tr><td style=\"white-space:nowrap\">X6TI<a name=\"IBSICS-X6TI\"> </a></td><td>MaximumBound</td></tr><tr><td style=\"white-space:nowrap\">V2QW<a name=\"IBSICS-V2QW\"> </a></td><td>MinimumBound</td></tr><tr><td style=\"white-space:nowrap\">G5MN<a name=\"IBSICS-G5MN\"> </a></td><td>isovalue algorithm</td></tr><tr><td style=\"white-space:nowrap\">CRAM<a name=\"IBSICS-CRAM\"> </a></td><td>marching cube algorithm</td></tr><tr><td style=\"white-space:nowrap\">FFWD<a name=\"IBSICS-FFWD\"> </a></td><td>Morphological features specific parameters</td></tr><tr><td style=\"white-space:nowrap\">VXRR<a name=\"IBSICS-VXRR\"> </a></td><td>dependence coarseness parameter</td></tr><tr><td style=\"white-space:nowrap\">NV3D<a name=\"IBSICS-NV3D\"> </a></td><td>cubic convolution interpolation</td></tr><tr><td style=\"white-space:nowrap\">2I2N<a name=\"IBSICS-2I2N\"> </a></td><td>cubic spline interpolation</td></tr><tr><td style=\"white-space:nowrap\">X13G<a name=\"IBSICS-X13G\"> </a></td><td>linear interpolation</td></tr><tr><td style=\"white-space:nowrap\">EY9L<a name=\"IBSICS-EY9L\"> </a></td><td>nearest neighbour interpolation</td></tr><tr><td style=\"white-space:nowrap\">QP79<a name=\"IBSICS-QP79\"> </a></td><td>re-segmentation parameters</td></tr><tr><td style=\"white-space:nowrap\">LQBA<a name=\"IBSICS-LQBA\"> </a></td><td>spatial filter properties</td></tr><tr><td style=\"white-space:nowrap\">WZSA<a name=\"IBSICS-WZSA\"> </a></td><td>wavelet basis function</td></tr><tr><td style=\"white-space:nowrap\">QVI9<a name=\"IBSICS-QVI9\"> </a></td><td>biorthogonal 3.5 wavelet</td></tr><tr><td style=\"white-space:nowrap\">2CYL<a name=\"IBSICS-2CYL\"> </a></td><td>coiflet 1 wavelet</td></tr><tr><td style=\"white-space:nowrap\">FR3E<a name=\"IBSICS-FR3E\"> </a></td><td>haar wavelet</td></tr><tr><td style=\"white-space:nowrap\">P8W0<a name=\"IBSICS-P8W0\"> </a></td><td>frequency</td></tr><tr><td style=\"white-space:nowrap\">IA9Q<a name=\"IBSICS-IA9Q\"> </a></td><td>wavelet filter direction</td></tr><tr><td style=\"white-space:nowrap\">LCNJ<a name=\"IBSICS-LCNJ\"> </a></td><td>HHH wavelet direction</td></tr><tr><td style=\"white-space:nowrap\">S7CG<a name=\"IBSICS-S7CG\"> </a></td><td>HHL wavelet direction</td></tr><tr><td style=\"white-space:nowrap\">UFRT<a name=\"IBSICS-UFRT\"> </a></td><td>HLH wavelet direction</td></tr><tr><td style=\"white-space:nowrap\">RZ96<a name=\"IBSICS-RZ96\"> </a></td><td>HLL wavelet direction</td></tr><tr><td style=\"white-space:nowrap\">CJ43<a name=\"IBSICS-CJ43\"> </a></td><td>LHH wavelet direction</td></tr><tr><td style=\"white-space:nowrap\">76ZU<a name=\"IBSICS-76ZU\"> </a></td><td>LHL wavelet direction</td></tr><tr><td style=\"white-space:nowrap\">NTRN<a name=\"IBSICS-NTRN\"> </a></td><td>LLL wavelet direction</td></tr><tr><td style=\"white-space:nowrap\">6FPA<a name=\"IBSICS-6FPA\"> </a></td><td>LLH wavelet direction</td></tr><tr><td style=\"white-space:nowrap\">G6RO<a name=\"IBSICS-G6RO\"> </a></td><td>image grey level rounding</td></tr><tr><td style=\"white-space:nowrap\">IZBZ<a name=\"IBSICS-IZBZ\"> </a></td><td>edge enhancement</td></tr><tr><td style=\"white-space:nowrap\">ZS1T<a name=\"IBSICS-ZS1T\"> </a></td><td>HistoEqualization</td></tr><tr><td style=\"white-space:nowrap\">Q2ZB<a name=\"IBSICS-Q2ZB\"> </a></td><td>LocalAreaHistoEqualization</td></tr><tr><td style=\"white-space:nowrap\">OB71<a name=\"IBSICS-OB71\"> </a></td><td>ImageSpace</td></tr><tr><td style=\"white-space:nowrap\">K7BL<a name=\"IBSICS-K7BL\"> </a></td><td>ImageVolume</td></tr><tr><td style=\"white-space:nowrap\">OH8W<a name=\"IBSICS-OH8W\"> </a></td><td>ROIMask</td></tr><tr><td style=\"white-space:nowrap\">GF95<a name=\"IBSICS-GF95\"> </a></td><td>IntensityHistogramStandardDeviation</td></tr><tr><td style=\"white-space:nowrap\">URTB<a name=\"IBSICS-URTB\"> </a></td><td>IntensityHistogramTotalEnergy</td></tr><tr><td style=\"white-space:nowrap\">5ABU<a name=\"IBSICS-5ABU\"> </a></td><td>Maximum2DDiameterColumn</td></tr><tr><td style=\"white-space:nowrap\">4S59<a name=\"IBSICS-4S59\"> </a></td><td>Maximum2DDiameterSlice</td></tr><tr><td style=\"white-space:nowrap\">K57E<a name=\"IBSICS-K57E\"> </a></td><td>Maximum2DDiameterRow</td></tr><tr><td style=\"white-space:nowrap\">EGTD<a name=\"IBSICS-EGTD\"> </a></td><td>Textural</td></tr><tr><td style=\"white-space:nowrap\">5XL6<a name=\"IBSICS-5XL6\"> </a></td><td>GLCM_MaximalCorrelationCoefficient</td></tr><tr><td style=\"white-space:nowrap\">9U4X<a name=\"IBSICS-9U4X\"> </a></td><td>ZeroOrder</td></tr><tr><td style=\"white-space:nowrap\">PWN1<a name=\"IBSICS-PWN1\"> </a></td><td>I10</td></tr><tr><td style=\"white-space:nowrap\">BOHI<a name=\"IBSICS-BOHI\"> </a></td><td>I90</td></tr><tr><td style=\"white-space:nowrap\">JXJA<a name=\"IBSICS-JXJA\"> </a></td><td>I10minusI90</td></tr><tr><td style=\"white-space:nowrap\">NK6P<a name=\"IBSICS-NK6P\"> </a></td><td>V10</td></tr><tr><td style=\"white-space:nowrap\">4279<a name=\"IBSICS-4279\"> </a></td><td>V90</td></tr><tr><td style=\"white-space:nowrap\">WITY<a name=\"IBSICS-WITY\"> </a></td><td>V10minusV90</td></tr><tr><td style=\"white-space:nowrap\">J04R<a name=\"IBSICS-J04R\"> </a></td><td>NGLDMSpecificParameters</td></tr><tr><td style=\"white-space:nowrap\">ASHO<a name=\"IBSICS-ASHO\"> </a></td><td>Voxel</td></tr><tr><td style=\"white-space:nowrap\">NOVP<a name=\"IBSICS-NOVP\"> </a></td><td>ImageFilterSpace</td></tr><tr><td style=\"white-space:nowrap\">XSJL<a name=\"IBSICS-XSJL\"> </a></td><td>AbsoluteFiltering</td></tr><tr><td style=\"white-space:nowrap\">1WTP<a name=\"IBSICS-1WTP\"> </a></td><td>ButterworthFilter</td></tr><tr><td style=\"white-space:nowrap\">PJBO<a name=\"IBSICS-PJBO\"> </a></td><td>ColliageFilter</td></tr><tr><td style=\"white-space:nowrap\">FTIJ<a name=\"IBSICS-FTIJ\"> </a></td><td>MedianFilter</td></tr><tr><td style=\"white-space:nowrap\">9IQY<a name=\"IBSICS-9IQY\"> </a></td><td>SavitzkyGolayFilter</td></tr><tr><td style=\"white-space:nowrap\">SUUU<a name=\"IBSICS-SUUU\"> </a></td><td>WaveletFilter</td></tr><tr><td style=\"white-space:nowrap\">WVUQ<a name=\"IBSICS-WVUQ\"> </a></td><td>ROIMask_PartialVolumeCutOff</td></tr><tr><td style=\"white-space:nowrap\">REY6<a name=\"IBSICS-REY6\"> </a></td><td>SegmentationMethods</td></tr><tr><td style=\"white-space:nowrap\">SBDE<a name=\"IBSICS-SBDE\"> </a></td><td>Automated</td></tr><tr><td style=\"white-space:nowrap\">OAX6<a name=\"IBSICS-OAX6\"> </a></td><td>Manual</td></tr><tr><td style=\"white-space:nowrap\">TGHU<a name=\"IBSICS-TGHU\"> </a></td><td>SemiAutomated</td></tr><tr><td style=\"white-space:nowrap\">6VTB<a name=\"IBSICS-6VTB\"> </a></td><td>SupervisedMethods</td></tr><tr><td style=\"white-space:nowrap\">TV5D<a name=\"IBSICS-TV5D\"> </a></td><td>DeepLearning</td></tr><tr><td style=\"white-space:nowrap\">KJIF<a name=\"IBSICS-KJIF\"> </a></td><td>NeuralNetwork</td></tr><tr><td style=\"white-space:nowrap\">D3RT<a name=\"IBSICS-D3RT\"> </a></td><td>SupportVectorMachine</td></tr><tr><td style=\"white-space:nowrap\">ZJJY<a name=\"IBSICS-ZJJY\"> </a></td><td>UnsupervisedMethods</td></tr><tr><td style=\"white-space:nowrap\">2KAW<a name=\"IBSICS-2KAW\"> </a></td><td>CMeansFuzzy</td></tr><tr><td style=\"white-space:nowrap\">OPMG<a name=\"IBSICS-OPMG\"> </a></td><td>Kmean</td></tr><tr><td style=\"white-space:nowrap\">HF5R<a name=\"IBSICS-HF5R\"> </a></td><td>Manual</td></tr><tr><td style=\"white-space:nowrap\">W455<a name=\"IBSICS-W455\"> </a></td><td>InPolygon</td></tr><tr><td style=\"white-space:nowrap\">8LVU<a name=\"IBSICS-8LVU\"> </a></td><td>RayCasting</td></tr><tr><td style=\"white-space:nowrap\">WAB9<a name=\"IBSICS-WAB9\"> </a></td><td>EdgeBased</td></tr><tr><td style=\"white-space:nowrap\">XL0Q<a name=\"IBSICS-XL0Q\"> </a></td><td>GradientEdgeBased</td></tr><tr><td style=\"white-space:nowrap\">N20K<a name=\"IBSICS-N20K\"> </a></td><td>HoughTransformBased</td></tr><tr><td style=\"white-space:nowrap\">VZXY<a name=\"IBSICS-VZXY\"> </a></td><td>LaplacianEdgeBased</td></tr><tr><td style=\"white-space:nowrap\">EOOR<a name=\"IBSICS-EOOR\"> </a></td><td>MarrHildrethEdgeBased</td></tr><tr><td style=\"white-space:nowrap\">Q6DD<a name=\"IBSICS-Q6DD\"> </a></td><td>ModelBased</td></tr><tr><td style=\"white-space:nowrap\">MGZ1<a name=\"IBSICS-MGZ1\"> </a></td><td>ActiveShape</td></tr><tr><td style=\"white-space:nowrap\">SR1C<a name=\"IBSICS-SR1C\"> </a></td><td>AppereanceModel</td></tr><tr><td style=\"white-space:nowrap\">LAQN<a name=\"IBSICS-LAQN\"> </a></td><td>AtlasModel</td></tr><tr><td style=\"white-space:nowrap\">UU0Q<a name=\"IBSICS-UU0Q\"> </a></td><td>DeformableModel</td></tr><tr><td style=\"white-space:nowrap\">ZCA3<a name=\"IBSICS-ZCA3\"> </a></td><td>RegionBased</td></tr><tr><td style=\"white-space:nowrap\">RZ08<a name=\"IBSICS-RZ08\"> </a></td><td>RegionGrowing</td></tr><tr><td style=\"white-space:nowrap\">A9GC<a name=\"IBSICS-A9GC\"> </a></td><td>RegionSplitting</td></tr><tr><td style=\"white-space:nowrap\">TAWD<a name=\"IBSICS-TAWD\"> </a></td><td>SplitAndMerge</td></tr><tr><td style=\"white-space:nowrap\">Q025<a name=\"IBSICS-Q025\"> </a></td><td>WatershedAlgorithm</td></tr><tr><td style=\"white-space:nowrap\">L2WC<a name=\"IBSICS-L2WC\"> </a></td><td>ThresholdingBased</td></tr><tr><td style=\"white-space:nowrap\">E8C8<a name=\"IBSICS-E8C8\"> </a></td><td>GlobalThresholding</td></tr><tr><td style=\"white-space:nowrap\">81TK<a name=\"IBSICS-81TK\"> </a></td><td>LocalAdaptiveThresholding</td></tr><tr><td style=\"white-space:nowrap\">4VLP<a name=\"IBSICS-4VLP\"> </a></td><td>Institution</td></tr><tr><td style=\"white-space:nowrap\">DTYK<a name=\"IBSICS-DTYK\"> </a></td><td>Phantom</td></tr><tr><td style=\"white-space:nowrap\">YUBG<a name=\"IBSICS-YUBG\"> </a></td><td>Software</td></tr><tr><td style=\"white-space:nowrap\">SU1L<a name=\"IBSICS-SU1L\"> </a></td><td>SoftwareProperties</td></tr><tr><td style=\"white-space:nowrap\">59QT<a name=\"IBSICS-59QT\"> </a></td><td>License</td></tr><tr><td style=\"white-space:nowrap\">1DUG<a name=\"IBSICS-1DUG\"> </a></td><td>OpenSource</td></tr><tr><td style=\"white-space:nowrap\">G91N<a name=\"IBSICS-G91N\"> </a></td><td>Proprietary</td></tr><tr><td style=\"white-space:nowrap\">W2J1<a name=\"IBSICS-W2J1\"> </a></td><td>Version</td></tr><tr><td style=\"white-space:nowrap\">M9H0<a name=\"IBSICS-M9H0\"> </a></td><td>VersionStatus</td></tr><tr><td style=\"white-space:nowrap\">4AGS<a name=\"IBSICS-4AGS\"> </a></td><td>Filter application</td></tr><tr><td style=\"white-space:nowrap\">7QSE<a name=\"IBSICS-7QSE\"> </a></td><td>filter in axial plane</td></tr><tr><td style=\"white-space:nowrap\">0ODV<a name=\"IBSICS-0ODV\"> </a></td><td>volumetric filter</td></tr><tr><td style=\"white-space:nowrap\">GBYQ<a name=\"IBSICS-GBYQ\"> </a></td><td>boundary condition</td></tr><tr><td style=\"white-space:nowrap\">Z3VE<a name=\"IBSICS-Z3VE\"> </a></td><td>constant value</td></tr><tr><td style=\"white-space:nowrap\">SIJG<a name=\"IBSICS-SIJG\"> </a></td><td>nearest value</td></tr><tr><td style=\"white-space:nowrap\">Z7YO<a name=\"IBSICS-Z7YO\"> </a></td><td>periodic</td></tr><tr><td style=\"white-space:nowrap\">ZDTV<a name=\"IBSICS-ZDTV\"> </a></td><td>mirror</td></tr><tr><td style=\"white-space:nowrap\">S60F<a name=\"IBSICS-S60F\"> </a></td><td>MeanFilter</td></tr><tr><td style=\"white-space:nowrap\">YNOF<a name=\"IBSICS-YNOF\"> </a></td><td>kernel support</td></tr><tr><td style=\"white-space:nowrap\">8BC3<a name=\"IBSICS-8BC3\"> </a></td><td>GaussianFilter</td></tr><tr><td style=\"white-space:nowrap\">L6PA<a name=\"IBSICS-L6PA\"> </a></td><td>LaplacianFilter</td></tr><tr><td style=\"white-space:nowrap\">41LN<a name=\"IBSICS-41LN\"> </a></td><td>Gaussian envelope scale</td></tr><tr><td style=\"white-space:nowrap\">WGPM<a name=\"IBSICS-WGPM\"> </a></td><td>Filter size cutoff</td></tr><tr><td style=\"white-space:nowrap\">JTXT<a name=\"IBSICS-JTXT\"> </a></td><td>Laws kernel filter</td></tr><tr><td style=\"white-space:nowrap\">JVAD<a name=\"IBSICS-JVAD\"> </a></td><td>Laws kernels</td></tr><tr><td style=\"white-space:nowrap\">B5BZ<a name=\"IBSICS-B5BZ\"> </a></td><td>Laws L3 kernel</td></tr><tr><td style=\"white-space:nowrap\">6HRH<a name=\"IBSICS-6HRH\"> </a></td><td>Laws L5 kernel</td></tr><tr><td style=\"white-space:nowrap\">LJ4T<a name=\"IBSICS-LJ4T\"> </a></td><td>Laws E3 kernel</td></tr><tr><td style=\"white-space:nowrap\">2WPV<a name=\"IBSICS-2WPV\"> </a></td><td>Laws E5 kernel</td></tr><tr><td style=\"white-space:nowrap\">MK5Z<a name=\"IBSICS-MK5Z\"> </a></td><td>Laws S3 kernel</td></tr><tr><td style=\"white-space:nowrap\">RXA1<a name=\"IBSICS-RXA1\"> </a></td><td>Laws S5 kernel</td></tr><tr><td style=\"white-space:nowrap\">4ENO<a name=\"IBSICS-4ENO\"> </a></td><td>Laws W5 kernel</td></tr><tr><td style=\"white-space:nowrap\">3A1W<a name=\"IBSICS-3A1W\"> </a></td><td>Laws R5 kernel</td></tr><tr><td style=\"white-space:nowrap\">O1AQ<a name=\"IBSICS-O1AQ\"> </a></td><td>Pseudo-rotational invariance</td></tr><tr><td style=\"white-space:nowrap\">SVKW<a name=\"IBSICS-SVKW\"> </a></td><td>Response map pooling</td></tr><tr><td style=\"white-space:nowrap\">M1CY<a name=\"IBSICS-M1CY\"> </a></td><td>average</td></tr><tr><td style=\"white-space:nowrap\">0TAW<a name=\"IBSICS-0TAW\"> </a></td><td>max</td></tr><tr><td style=\"white-space:nowrap\">DUX4<a name=\"IBSICS-DUX4\"> </a></td><td>min</td></tr><tr><td style=\"white-space:nowrap\">PQSD<a name=\"IBSICS-PQSD\"> </a></td><td>Laws energy map</td></tr><tr><td style=\"white-space:nowrap\">I176<a name=\"IBSICS-I176\"> </a></td><td>Laws energy map distance</td></tr><tr><td style=\"white-space:nowrap\">Q88H<a name=\"IBSICS-Q88H\"> </a></td><td>GaborFilter</td></tr><tr><td style=\"white-space:nowrap\">S4N6<a name=\"IBSICS-S4N6\"> </a></td><td>Gabor wavelength lambda</td></tr><tr><td style=\"white-space:nowrap\">GDR5<a name=\"IBSICS-GDR5\"> </a></td><td>Gabor ellipticity gamma</td></tr><tr><td style=\"white-space:nowrap\">FQER<a name=\"IBSICS-FQER\"> </a></td><td>Gabor orientation theta</td></tr><tr><td style=\"white-space:nowrap\">XTGK<a name=\"IBSICS-XTGK\"> </a></td><td>Gabor orientation theta step</td></tr><tr><td style=\"white-space:nowrap\">25BO<a name=\"IBSICS-25BO\"> </a></td><td>Separable wavelets</td></tr><tr><td style=\"white-space:nowrap\">BPXS<a name=\"IBSICS-BPXS\"> </a></td><td>Separable wavelet family</td></tr><tr><td style=\"white-space:nowrap\">UOUE<a name=\"IBSICS-UOUE\"> </a></td><td>haar wavelet</td></tr><tr><td style=\"white-space:nowrap\">UK1F<a name=\"IBSICS-UK1F\"> </a></td><td>Separable wavelet filter combination</td></tr><tr><td style=\"white-space:nowrap\">PPF6<a name=\"IBSICS-PPF6\"> </a></td><td>LL wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">P60O<a name=\"IBSICS-P60O\"> </a></td><td>HL wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">M0S1<a name=\"IBSICS-M0S1\"> </a></td><td>LH wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">WQ2Z<a name=\"IBSICS-WQ2Z\"> </a></td><td>HH wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">KZAS<a name=\"IBSICS-KZAS\"> </a></td><td>LLL wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">TY49<a name=\"IBSICS-TY49\"> </a></td><td>LLH wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">4KRX<a name=\"IBSICS-4KRX\"> </a></td><td>LHL wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">UUV9<a name=\"IBSICS-UUV9\"> </a></td><td>HLL wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">UIT8<a name=\"IBSICS-UIT8\"> </a></td><td>LHH wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">QTIT<a name=\"IBSICS-QTIT\"> </a></td><td>HHL wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">8LD2<a name=\"IBSICS-8LD2\"> </a></td><td>HLH wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">OYUC<a name=\"IBSICS-OYUC\"> </a></td><td>HHH wavelet combination</td></tr><tr><td style=\"white-space:nowrap\">GCEK<a name=\"IBSICS-GCEK\"> </a></td><td>wavelet decomposition level</td></tr><tr><td style=\"white-space:nowrap\">PH3R<a name=\"IBSICS-PH3R\"> </a></td><td>Separable wavelet decimated transform</td></tr><tr><td style=\"white-space:nowrap\">CVCQ<a name=\"IBSICS-CVCQ\"> </a></td><td>Separable wavelet undecimated transform</td></tr><tr><td style=\"white-space:nowrap\">LODD<a name=\"IBSICS-LODD\"> </a></td><td>Non-separable wavelet</td></tr><tr><td style=\"white-space:nowrap\">389V<a name=\"IBSICS-389V\"> </a></td><td>Non-separable wavelet family</td></tr><tr><td style=\"white-space:nowrap\">GWM2<a name=\"IBSICS-GWM2\"> </a></td><td>Shannon wavelet</td></tr><tr><td style=\"white-space:nowrap\">PRT7<a name=\"IBSICS-PRT7\"> </a></td><td>Simoncelli wavelet</td></tr><tr><td style=\"white-space:nowrap\">AYRS<a name=\"IBSICS-AYRS\"> </a></td><td>Riesz transformation</td></tr><tr><td style=\"white-space:nowrap\">OC48<a name=\"IBSICS-OC48\"> </a></td><td>Riesz transformation order</td></tr><tr><td style=\"white-space:nowrap\">1SD3<a name=\"IBSICS-1SD3\"> </a></td><td>Riesz filter steering</td></tr><tr><td style=\"white-space:nowrap\">XKP5<a name=\"IBSICS-XKP5\"> </a></td><td>Image dimension</td></tr><tr><td style=\"white-space:nowrap\">1F0N<a name=\"IBSICS-1F0N\"> </a></td><td>k1-direction</td></tr><tr><td style=\"white-space:nowrap\">M2EZ<a name=\"IBSICS-M2EZ\"> </a></td><td>k2-direction</td></tr><tr><td style=\"white-space:nowrap\">R83H<a name=\"IBSICS-R83H\"> </a></td><td>k3-direction</td></tr><tr><td style=\"white-space:nowrap\">Y4GJ<a name=\"IBSICS-Y4GJ\"> </a></td><td>Convolution operation</td></tr><tr><td style=\"white-space:nowrap\">YHT3<a name=\"IBSICS-YHT3\"> </a></td><td>Aggregating intensities from a response map</td></tr><tr><td style=\"white-space:nowrap\">5P3T<a name=\"IBSICS-5P3T\"> </a></td><td>Response map</td></tr><tr><td style=\"white-space:nowrap\">0J1M<a name=\"IBSICS-0J1M\"> </a></td><td>modulus, magnitude or absolute response map</td></tr><tr><td style=\"white-space:nowrap\">V530<a name=\"IBSICS-V530\"> </a></td><td>angle, phase or argument response map</td></tr><tr><td style=\"white-space:nowrap\">F7DI<a name=\"IBSICS-F7DI\"> </a></td><td>real</td></tr><tr><td style=\"white-space:nowrap\">LI3Y<a name=\"IBSICS-LI3Y\"> </a></td><td>imaginary</td></tr><tr><td style=\"white-space:nowrap\">52<a name=\"IBSICS-52\"> </a></td><td>Intensity rounding: Describe how fractional Hounsfield Units are rounded to integer values after interpolation</td></tr><tr><td style=\"white-space:nowrap\">56a<a name=\"IBSICS-56a\"> </a></td><td>Discretisation method: Describe the method used to discretise image intensities</td></tr><tr><td style=\"white-space:nowrap\">56b<a name=\"IBSICS-56b\"> </a></td><td>Discretisation method: Describe the number of bins (FBN) or the bin size (FBS) used for discretisation</td></tr><tr><td style=\"white-space:nowrap\">56c<a name=\"IBSICS-56c\"> </a></td><td>Discretisation method: Describe the lowest intensity in the first bin for FBS discretisation</td></tr><tr><td style=\"white-space:nowrap\">61<a name=\"IBSICS-61\"> </a></td><td>Software availability: Describe which software and version was used to compute image biomarkers</td></tr><tr><td style=\"white-space:nowrap\">62<a name=\"IBSICS-62\"> </a></td><td>Texture matrix aggregation: Define how texture-matrix based biomarkers were computed from underlying texture matrices</td></tr><tr><td style=\"white-space:nowrap\">63<a name=\"IBSICS-63\"> </a></td><td>Distance weighting: Describe which software and version was used to compute image biomarkers</td></tr></table></div>"
      },
      "url" : "https://ibsi.readthedocs.io/en/latest/",
      "version" : "1.1.0",
      "name" : "IBSICS",
      "title" : "IBSI Code System",
      "status" : "draft",
      "date" : "2025-04-03T14:14:07+02:00",
      "publisher" : "institutcancer",
      "contact" : [
        {
          "name" : "institutcancer",
          "telecom" : [
            {
              "system" : "url",
              "value" : "http://cancer.fr"
            },
            {
              "system" : "email",
              "value" : "osiris@institutcancer.fr"
            }
          ]
        },
        {
          "name" : "Aurélien JOBARD",
          "telecom" : [
            {
              "system" : "email",
              "value" : "osiris@institutcancer.fr"
            }
          ]
        }
      ],
      "description" : "IBSI Code System",
      "content" : "complete",
      "count" : 419,
      "concept" : [
        {
          "code" : "HCUG",
          "display" : "Morphological features"
        },
        {
          "code" : "RNU0",
          "display" : "Volume"
        },
        {
          "code" : "YEKZ",
          "display" : "Approximate volume"
        },
        {
          "code" : "C0JK",
          "display" : "Surface area"
        },
        {
          "code" : "2PR5",
          "display" : "Surface to volume ratio"
        },
        {
          "code" : "SKGS",
          "display" : "Compactness 1"
        },
        {
          "code" : "BQWJ",
          "display" : "Compactness 2"
        },
        {
          "code" : "KRCK",
          "display" : "Spherical disproportion"
        },
        {
          "code" : "QCFX",
          "display" : "Sphericity"
        },
        {
          "code" : "25C7",
          "display" : "Asphericity"
        },
        {
          "code" : "KLMA",
          "display" : "Centre of mass shift"
        },
        {
          "code" : "L0JK",
          "display" : "Maximum 3D diameter"
        },
        {
          "code" : "TDIC",
          "display" : "Major axis length"
        },
        {
          "code" : "P9VJ",
          "display" : "Minor axis length"
        },
        {
          "code" : "7J51",
          "display" : "Least axis length"
        },
        {
          "code" : "Q3CK",
          "display" : "Elongation"
        },
        {
          "code" : "N17B",
          "display" : "Flatness"
        },
        {
          "code" : "PBX1",
          "display" : "Volume density - axis-aligned bounding box"
        },
        {
          "code" : "R59B",
          "display" : "Area density - axis-aligned bounding box"
        },
        {
          "code" : "ZH1A",
          "display" : "Volume density - oriented minimum bounding box"
        },
        {
          "code" : "IQYR",
          "display" : "Area density - oriented minimum bounding box"
        },
        {
          "code" : "6BDE",
          "display" : "Volume density - approximate enclosing ellipsoid"
        },
        {
          "code" : "RDD2",
          "display" : "Area density - approximate enclosing ellipsoid"
        },
        {
          "code" : "SWZ1",
          "display" : "Volume density - minimum volume enclosing ellipsoid"
        },
        {
          "code" : "BRI8",
          "display" : "Area density - minimum volume enclosing ellipsoid"
        },
        {
          "code" : "R3ER",
          "display" : "Volume density - convex hull"
        },
        {
          "code" : "7T7F",
          "display" : "Area density - convex hull"
        },
        {
          "code" : "99N0",
          "display" : "Integrated intensity"
        },
        {
          "code" : "N365",
          "display" : "Moran's I index"
        },
        {
          "code" : "NPT7",
          "display" : "Geary's C measure"
        },
        {
          "code" : "9ST6",
          "display" : "Local intensity features"
        },
        {
          "code" : "VJGA",
          "display" : "Local intensity peak"
        },
        {
          "code" : "0F91",
          "display" : "Global intensity peak"
        },
        {
          "code" : "UHIW",
          "display" : "Intensity-based statistical features"
        },
        {
          "code" : "Q4LE",
          "display" : "Mean"
        },
        {
          "code" : "ECT3",
          "display" : "Variance"
        },
        {
          "code" : "KE2A",
          "display" : "Skewness"
        },
        {
          "code" : "IPH6",
          "display" : "Kurtosis"
        },
        {
          "code" : "Y12H",
          "display" : "Median"
        },
        {
          "code" : "1GSF",
          "display" : "Minimum grey level"
        },
        {
          "code" : "QG58",
          "display" : "10th percentile"
        },
        {
          "code" : "8DWT",
          "display" : "90th percentile"
        },
        {
          "code" : "84IY",
          "display" : "Maximum grey level"
        },
        {
          "code" : "SALO",
          "display" : "Interquartile range"
        },
        {
          "code" : "2OJQ",
          "display" : "Range"
        },
        {
          "code" : "4FUA",
          "display" : "Mean absolute deviation"
        },
        {
          "code" : "1128",
          "display" : "Robust mean absolute deviation"
        },
        {
          "code" : "N72L",
          "display" : "Median absolute deviation"
        },
        {
          "code" : "7TET",
          "display" : "Coefficient of variation"
        },
        {
          "code" : "9S40",
          "display" : "Quartile coefficient of dispersion"
        },
        {
          "code" : "N8CA",
          "display" : "Energy"
        },
        {
          "code" : "5ZWQ",
          "display" : "Root mean square"
        },
        {
          "code" : "ZVCW",
          "display" : "Intensity histogram features"
        },
        {
          "code" : "X6K6",
          "display" : "Intensity histogram mean"
        },
        {
          "code" : "CH89",
          "display" : "Intensity histogram variance"
        },
        {
          "code" : "88K1",
          "display" : "Intensity histogram skewness"
        },
        {
          "code" : "C3I7",
          "display" : "Intensity histogram kurtosis"
        },
        {
          "code" : "WIFQ",
          "display" : "Intensity histogram median"
        },
        {
          "code" : "1PR8",
          "display" : "Intensity histogram minimum grey level"
        },
        {
          "code" : "GPMT",
          "display" : "Intensity histogram 10th percentile"
        },
        {
          "code" : "OZ0C",
          "display" : "Intensity histogram 90th percentile"
        },
        {
          "code" : "3NCY",
          "display" : "Intensity histogram maximum grey level"
        },
        {
          "code" : "AMMC",
          "display" : "Intensity histogram mode"
        },
        {
          "code" : "WR0O",
          "display" : "Intensity histogram interquartile range"
        },
        {
          "code" : "5Z3W",
          "display" : "Intensity histogram range"
        },
        {
          "code" : "D2ZX",
          "display" : "Intensity histogram mean absolute deviation"
        },
        {
          "code" : "WRZB",
          "display" : "Intensity histogram robust mean absolute deviation"
        },
        {
          "code" : "4RNL",
          "display" : "Intensity histogram median absolute deviation"
        },
        {
          "code" : "CWYJ",
          "display" : "Intensity histogram coefficient of variation"
        },
        {
          "code" : "SLWD",
          "display" : "Intensity histogram quartile coefficient of dispersion"
        },
        {
          "code" : "TLU2",
          "display" : "Intensity histogram entropy"
        },
        {
          "code" : "BJ5W",
          "display" : "Intensity histogram uniformity"
        },
        {
          "code" : "12CE",
          "display" : "Maximum histogram gradient"
        },
        {
          "code" : "8E6O",
          "display" : "Maximum histogram gradient grey level"
        },
        {
          "code" : "VQB3",
          "display" : "Minimum histogram gradient"
        },
        {
          "code" : "RHQZ",
          "display" : "Minimum histogram gradient grey level"
        },
        {
          "code" : "P88C",
          "display" : "Intensity-volume histogram features"
        },
        {
          "code" : "BC2M",
          "display" : "Volume at intensity fraction"
        },
        {
          "code" : "GBPN",
          "display" : "Intensity at volume fraction"
        },
        {
          "code" : "DDTU",
          "display" : "Volume fraction difference between intensity fractions"
        },
        {
          "code" : "CNV2",
          "display" : "Intensity fraction difference between volume fractions"
        },
        {
          "code" : "9CMM",
          "display" : "Area under IVH curve"
        },
        {
          "code" : "LFYI",
          "display" : "Grey level co-occurrence based features"
        },
        {
          "code" : "GYBY",
          "display" : "Joint maximum"
        },
        {
          "code" : "60VM",
          "display" : "Joint average"
        },
        {
          "code" : "UR99",
          "display" : "Joint variance"
        },
        {
          "code" : "TU9B",
          "display" : "Joint entropy"
        },
        {
          "code" : "TF7R",
          "display" : "Difference average"
        },
        {
          "code" : "D3YU",
          "display" : "Difference variance"
        },
        {
          "code" : "NTRS",
          "display" : "Difference entropy"
        },
        {
          "code" : "ZGXS",
          "display" : "Sum average"
        },
        {
          "code" : "OEEB",
          "display" : "Sum variance"
        },
        {
          "code" : "P6QZ",
          "display" : "Sum entropy"
        },
        {
          "code" : "8ZQL",
          "display" : "Angular second moment"
        },
        {
          "code" : "ACUI",
          "display" : "Contrast"
        },
        {
          "code" : "8S9J",
          "display" : "Dissimilarity"
        },
        {
          "code" : "IB1Z",
          "display" : "Inverse difference"
        },
        {
          "code" : "NDRX",
          "display" : "Normalised inverse difference"
        },
        {
          "code" : "WF0Z",
          "display" : "Inverse difference moment"
        },
        {
          "code" : "1QCO",
          "display" : "Normalised inverse difference moment"
        },
        {
          "code" : "E8JP",
          "display" : "Inverse variance"
        },
        {
          "code" : "NI2N",
          "display" : "Correlation"
        },
        {
          "code" : "QWB0",
          "display" : "Autocorrelation"
        },
        {
          "code" : "DG8W",
          "display" : "Cluster tendency"
        },
        {
          "code" : "7NFM",
          "display" : "Cluster shade"
        },
        {
          "code" : "AE86",
          "display" : "Cluster prominence"
        },
        {
          "code" : "R8DG",
          "display" : "First measure of information correlation"
        },
        {
          "code" : "JN9H",
          "display" : "Second measure of information correlation"
        },
        {
          "code" : "TP0I",
          "display" : "Grey level run length based features"
        },
        {
          "code" : "22OV",
          "display" : "Short runs emphasis"
        },
        {
          "code" : "W4KF",
          "display" : "Long runs emphasis"
        },
        {
          "code" : "V3SW",
          "display" : "Low grey level run emphasis"
        },
        {
          "code" : "G3QZ",
          "display" : "High grey level run emphasis"
        },
        {
          "code" : "HTZT",
          "display" : "Short run low grey level emphasis"
        },
        {
          "code" : "GD3A",
          "display" : "Short run high grey level emphasis"
        },
        {
          "code" : "IVPO",
          "display" : "Long run low grey level emphasis"
        },
        {
          "code" : "3KUM",
          "display" : "Long run high grey level emphasis"
        },
        {
          "code" : "R5YN",
          "display" : "Grey level non-uniformity"
        },
        {
          "code" : "OVBL",
          "display" : "Normalised grey level non-uniformity"
        },
        {
          "code" : "W92Y",
          "display" : "Run length non-uniformity"
        },
        {
          "code" : "IC23",
          "display" : "Normalised run length non-uniformity"
        },
        {
          "code" : "9ZK5",
          "display" : "Run percentage"
        },
        {
          "code" : "8CE5",
          "display" : "Grey level variance"
        },
        {
          "code" : "SXLW",
          "display" : "Run length variance"
        },
        {
          "code" : "HJ9O",
          "display" : "Run entropy"
        },
        {
          "code" : "9SAK",
          "display" : "Grey level size zone based features"
        },
        {
          "code" : "5QRC",
          "display" : "Small zone emphasis"
        },
        {
          "code" : "48P8",
          "display" : "Large zone emphasis"
        },
        {
          "code" : "XMSY",
          "display" : "Low grey level zone emphasis"
        },
        {
          "code" : "5GN9",
          "display" : "High grey level zone emphasis"
        },
        {
          "code" : "5RAI",
          "display" : "Small zone low grey level emphasis"
        },
        {
          "code" : "HW1V",
          "display" : "Small zone high grey level emphasis"
        },
        {
          "code" : "YH51",
          "display" : "Large zone low grey level emphasis"
        },
        {
          "code" : "J17V",
          "display" : "Large zone high grey level emphasis"
        },
        {
          "code" : "JNSA",
          "display" : "Grey level non-uniformity"
        },
        {
          "code" : "Y1RO",
          "display" : "Normalised grey level non-uniformity"
        },
        {
          "code" : "4JP3",
          "display" : "Zone size non-uniformity"
        },
        {
          "code" : "VB3A",
          "display" : "Normalised zone size non-uniformity"
        },
        {
          "code" : "P30P",
          "display" : "Zone percentage"
        },
        {
          "code" : "BYLV",
          "display" : "Grey level variance"
        },
        {
          "code" : "3NSA",
          "display" : "Zone size variance"
        },
        {
          "code" : "GU8N",
          "display" : "Zone size entropy"
        },
        {
          "code" : "VMDZ",
          "display" : "Grey level distance zone based features"
        },
        {
          "code" : "0GBI",
          "display" : "Small distance emphasis"
        },
        {
          "code" : "MB4I",
          "display" : "Large distance emphasis"
        },
        {
          "code" : "S1RA",
          "display" : "Low grey level zone emphasis"
        },
        {
          "code" : "K26C",
          "display" : "High grey level zone emphasis"
        },
        {
          "code" : "RUVG",
          "display" : "Small distance low grey level emphasis"
        },
        {
          "code" : "DKNJ",
          "display" : "Small distance high grey level emphasis"
        },
        {
          "code" : "A7WM",
          "display" : "Large distance low grey level emphasis"
        },
        {
          "code" : "KLTH",
          "display" : "Large distance high grey level emphasis"
        },
        {
          "code" : "VFT7",
          "display" : "Grey level non-uniformity"
        },
        {
          "code" : "7HP3",
          "display" : "Normalised grey level non-uniformity"
        },
        {
          "code" : "V294",
          "display" : "Zone distance non-uniformity"
        },
        {
          "code" : "IATH",
          "display" : "Zone distance non-uniformity normalised"
        },
        {
          "code" : "VIWW",
          "display" : "Zone percentage"
        },
        {
          "code" : "QK93",
          "display" : "Grey level variance"
        },
        {
          "code" : "7WT1",
          "display" : "Zone distance variance"
        },
        {
          "code" : "GBDU",
          "display" : "Zone distance entropy"
        },
        {
          "code" : "IPET",
          "display" : "Neighbourhood grey tone difference based features"
        },
        {
          "code" : "QCDE",
          "display" : "Coarseness"
        },
        {
          "code" : "65HE",
          "display" : "Contrast"
        },
        {
          "code" : "NQ30",
          "display" : "Busyness"
        },
        {
          "code" : "HDEZ",
          "display" : "Complexity"
        },
        {
          "code" : "1X9X",
          "display" : "Strength"
        },
        {
          "code" : "REK0",
          "display" : "Neighbouring grey level dependence based features"
        },
        {
          "code" : "SODN",
          "display" : "Low dependence emphasis"
        },
        {
          "code" : "IMOQ",
          "display" : "High dependence emphasis"
        },
        {
          "code" : "TL9H",
          "display" : "Low grey level count emphasis"
        },
        {
          "code" : "OAE7",
          "display" : "High grey level count emphasis"
        },
        {
          "code" : "EQ3F",
          "display" : "Low dependence low grey level emphasis"
        },
        {
          "code" : "JA6D",
          "display" : "Low dependence high grey level emphasis"
        },
        {
          "code" : "NBZI",
          "display" : "High dependence low grey level emphasis"
        },
        {
          "code" : "9QMG",
          "display" : "High dependence high grey level emphasis"
        },
        {
          "code" : "FP8K",
          "display" : "Grey level non-uniformity"
        },
        {
          "code" : "5SPA",
          "display" : "Normalised grey level non-uniformity"
        },
        {
          "code" : "Z87G",
          "display" : "Dependence count non-uniformity"
        },
        {
          "code" : "OKJI",
          "display" : "Dependence count non-uniformity normalised"
        },
        {
          "code" : "6XV8",
          "display" : "Dependence count percentage"
        },
        {
          "code" : "1PFV",
          "display" : "Grey level variance"
        },
        {
          "code" : "DNX2",
          "display" : "Dependence count variance"
        },
        {
          "code" : "FCBV",
          "display" : "Dependence count entropy"
        },
        {
          "code" : "CAS9",
          "display" : "Dependence count energy"
        },
        {
          "code" : "5QB6",
          "display" : "feature aggregation"
        },
        {
          "code" : "3IDG",
          "display" : "feature computed per slice, and averaged over slices"
        },
        {
          "code" : "DHQ4",
          "display" : "feature computed over the volume"
        },
        {
          "code" : "BTW3",
          "display" : "feature computed from 2D directional matrix and averaged over 2D directions and slices"
        },
        {
          "code" : "SUJT",
          "display" : "feature computed from a single matrix after merging 2D directional matrices per slice, and averaged over slices"
        },
        {
          "code" : "ZW7Z",
          "display" : "feature computed from a single matrix after merging all 2D directional matrices"
        },
        {
          "code" : "ITBB",
          "display" : "feature computed from 3D directional matrix and averaged over 3D directions"
        },
        {
          "code" : "IAZD",
          "display" : "feature computed from a single matrix after merging all 3D directional matrices"
        },
        {
          "code" : "8QNN",
          "display" : "feature computed from 2D matrix and averaged over slices"
        },
        {
          "code" : "62GR",
          "display" : "feature computed from a single matrix after merging all 2D matrices"
        },
        {
          "code" : "KOBO",
          "display" : "feature computed from 3D matrix"
        },
        {
          "code" : "MPUJ",
          "display" : "grid distances"
        },
        {
          "code" : "LIFZ",
          "display" : "manhattan norm"
        },
        {
          "code" : "G9EV",
          "display" : "euclidean norm"
        },
        {
          "code" : "PVMT",
          "display" : "chebyshev norm"
        },
        {
          "code" : "ECJF",
          "display" : "ROI submasks"
        },
        {
          "code" : "SEFI",
          "display" : "intensity mask"
        },
        {
          "code" : "G5KJ",
          "display" : "morphological mask"
        },
        {
          "code" : "IF9H",
          "display" : "re-segmentation"
        },
        {
          "code" : "USB3",
          "display" : "range re-segmentation"
        },
        {
          "code" : "7ACA",
          "display" : "outlier filtering"
        },
        {
          "code" : "6CK8",
          "display" : "distance weighting"
        },
        {
          "code" : "LQD8",
          "display" : "volume voxel representation"
        },
        {
          "code" : "4KW8",
          "display" : "volume voxel point set representation"
        },
        {
          "code" : "WRJH",
          "display" : "volume voxel mesh representation"
        },
        {
          "code" : "4R0B",
          "display" : "discretisation"
        },
        {
          "code" : "Q3RU",
          "display" : "fixed bin size"
        },
        {
          "code" : "K15C",
          "display" : "fixed bin number"
        },
        {
          "code" : "23XZ",
          "display" : "data conversion"
        },
        {
          "code" : "PCDE",
          "display" : "image post-acquisition processing"
        },
        {
          "code" : "OQYT",
          "display" : "segmentation"
        },
        {
          "code" : "VTM2",
          "display" : "interpolation"
        },
        {
          "code" : "68QD",
          "display" : "intensity rounding after interpolation"
        },
        {
          "code" : "E8H9",
          "display" : "roi mask partial volume"
        },
        {
          "code" : "UMPJ",
          "display" : "interpolation grid"
        },
        {
          "code" : "58MB",
          "display" : "fit to original grid"
        },
        {
          "code" : "SBKJ",
          "display" : "align grid origins"
        },
        {
          "code" : "3WE3",
          "display" : "align grid centers"
        },
        {
          "code" : "026Q",
          "display" : "align grid centers interpolation grid dimensions"
        },
        {
          "code" : "QCY4",
          "display" : "align grid centers grid positions"
        },
        {
          "code" : "1OBP",
          "display" : "ROI extraction"
        },
        {
          "code" : "JJUI",
          "display" : "feature computed from a single matrix after merging 2D directional matrices per direction, and averaged over directions"
        },
        {
          "code" : "GFJV",
          "display" : "Calculation Run Space"
        },
        {
          "code" : "CINW",
          "display" : "FeatureParameterSpace"
        },
        {
          "code" : "1XL1",
          "display" : "texture matrix aggregation parameters"
        },
        {
          "code" : "8QU8",
          "display" : "intensity discretization parameters"
        },
        {
          "code" : "I7X7",
          "display" : "histogram equalisation"
        },
        {
          "code" : "SSX6",
          "display" : "Lloyd-Max discretisation"
        },
        {
          "code" : "OWOH",
          "display" : "feature specific parameters"
        },
        {
          "code" : "9LZ9",
          "display" : "asymmetrical co-occurrence matrix"
        },
        {
          "code" : "2IQV",
          "display" : "symmetrical co-occurrence matrix"
        },
        {
          "code" : "3S2S",
          "display" : "distance weighting function"
        },
        {
          "code" : "V0L6",
          "display" : "no distance weighting"
        },
        {
          "code" : "4S5Z",
          "display" : "GLCM specific parameters"
        },
        {
          "code" : "0OW5",
          "display" : "GLRLM specific parameters"
        },
        {
          "code" : "6SLW",
          "display" : "GLDZM specific parameters"
        },
        {
          "code" : "MV8M",
          "display" : "NGTDM specific parameters"
        },
        {
          "code" : "KQW7",
          "display" : "IntVolSpecificParameters"
        },
        {
          "code" : "X6TI",
          "display" : "MaximumBound"
        },
        {
          "code" : "V2QW",
          "display" : "MinimumBound"
        },
        {
          "code" : "G5MN",
          "display" : "isovalue algorithm"
        },
        {
          "code" : "CRAM",
          "display" : "marching cube algorithm"
        },
        {
          "code" : "FFWD",
          "display" : "Morphological features specific parameters"
        },
        {
          "code" : "VXRR",
          "display" : "dependence coarseness parameter"
        },
        {
          "code" : "NV3D",
          "display" : "cubic convolution interpolation"
        },
        {
          "code" : "2I2N",
          "display" : "cubic spline interpolation"
        },
        {
          "code" : "X13G",
          "display" : "linear interpolation"
        },
        {
          "code" : "EY9L",
          "display" : "nearest neighbour interpolation"
        },
        {
          "code" : "QP79",
          "display" : "re-segmentation parameters"
        },
        {
          "code" : "LQBA",
          "display" : "spatial filter properties"
        },
        {
          "code" : "WZSA",
          "display" : "wavelet basis function"
        },
        {
          "code" : "QVI9",
          "display" : "biorthogonal 3.5 wavelet"
        },
        {
          "code" : "2CYL",
          "display" : "coiflet 1 wavelet"
        },
        {
          "code" : "FR3E",
          "display" : "haar wavelet"
        },
        {
          "code" : "P8W0",
          "display" : "frequency"
        },
        {
          "code" : "IA9Q",
          "display" : "wavelet filter direction"
        },
        {
          "code" : "LCNJ",
          "display" : "HHH wavelet direction"
        },
        {
          "code" : "S7CG",
          "display" : "HHL wavelet direction"
        },
        {
          "code" : "UFRT",
          "display" : "HLH wavelet direction"
        },
        {
          "code" : "RZ96",
          "display" : "HLL wavelet direction"
        },
        {
          "code" : "CJ43",
          "display" : "LHH wavelet direction"
        },
        {
          "code" : "76ZU",
          "display" : "LHL wavelet direction"
        },
        {
          "code" : "NTRN",
          "display" : "LLL wavelet direction"
        },
        {
          "code" : "6FPA",
          "display" : "LLH wavelet direction"
        },
        {
          "code" : "G6RO",
          "display" : "image grey level rounding"
        },
        {
          "code" : "IZBZ",
          "display" : "edge enhancement"
        },
        {
          "code" : "ZS1T",
          "display" : "HistoEqualization"
        },
        {
          "code" : "Q2ZB",
          "display" : "LocalAreaHistoEqualization"
        },
        {
          "code" : "OB71",
          "display" : "ImageSpace"
        },
        {
          "code" : "K7BL",
          "display" : "ImageVolume"
        },
        {
          "code" : "OH8W",
          "display" : "ROIMask"
        },
        {
          "code" : "GF95",
          "display" : "IntensityHistogramStandardDeviation"
        },
        {
          "code" : "URTB",
          "display" : "IntensityHistogramTotalEnergy"
        },
        {
          "code" : "5ABU",
          "display" : "Maximum2DDiameterColumn"
        },
        {
          "code" : "4S59",
          "display" : "Maximum2DDiameterSlice"
        },
        {
          "code" : "K57E",
          "display" : "Maximum2DDiameterRow"
        },
        {
          "code" : "EGTD",
          "display" : "Textural"
        },
        {
          "code" : "5XL6",
          "display" : "GLCM_MaximalCorrelationCoefficient"
        },
        {
          "code" : "9U4X",
          "display" : "ZeroOrder"
        },
        {
          "code" : "PWN1",
          "display" : "I10"
        },
        {
          "code" : "BOHI",
          "display" : "I90"
        },
        {
          "code" : "JXJA",
          "display" : "I10minusI90"
        },
        {
          "code" : "NK6P",
          "display" : "V10"
        },
        {
          "code" : "4279",
          "display" : "V90"
        },
        {
          "code" : "WITY",
          "display" : "V10minusV90"
        },
        {
          "code" : "J04R",
          "display" : "NGLDMSpecificParameters"
        },
        {
          "code" : "ASHO",
          "display" : "Voxel"
        },
        {
          "code" : "NOVP",
          "display" : "ImageFilterSpace"
        },
        {
          "code" : "XSJL",
          "display" : "AbsoluteFiltering"
        },
        {
          "code" : "1WTP",
          "display" : "ButterworthFilter"
        },
        {
          "code" : "PJBO",
          "display" : "ColliageFilter"
        },
        {
          "code" : "FTIJ",
          "display" : "MedianFilter"
        },
        {
          "code" : "9IQY",
          "display" : "SavitzkyGolayFilter"
        },
        {
          "code" : "SUUU",
          "display" : "WaveletFilter"
        },
        {
          "code" : "WVUQ",
          "display" : "ROIMask_PartialVolumeCutOff"
        },
        {
          "code" : "REY6",
          "display" : "SegmentationMethods"
        },
        {
          "code" : "SBDE",
          "display" : "Automated"
        },
        {
          "code" : "OAX6",
          "display" : "Manual"
        },
        {
          "code" : "TGHU",
          "display" : "SemiAutomated"
        },
        {
          "code" : "6VTB",
          "display" : "SupervisedMethods"
        },
        {
          "code" : "TV5D",
          "display" : "DeepLearning"
        },
        {
          "code" : "KJIF",
          "display" : "NeuralNetwork"
        },
        {
          "code" : "D3RT",
          "display" : "SupportVectorMachine"
        },
        {
          "code" : "ZJJY",
          "display" : "UnsupervisedMethods"
        },
        {
          "code" : "2KAW",
          "display" : "CMeansFuzzy"
        },
        {
          "code" : "OPMG",
          "display" : "Kmean"
        },
        {
          "code" : "HF5R",
          "display" : "Manual"
        },
        {
          "code" : "W455",
          "display" : "InPolygon"
        },
        {
          "code" : "8LVU",
          "display" : "RayCasting"
        },
        {
          "code" : "WAB9",
          "display" : "EdgeBased"
        },
        {
          "code" : "XL0Q",
          "display" : "GradientEdgeBased"
        },
        {
          "code" : "N20K",
          "display" : "HoughTransformBased"
        },
        {
          "code" : "VZXY",
          "display" : "LaplacianEdgeBased"
        },
        {
          "code" : "EOOR",
          "display" : "MarrHildrethEdgeBased"
        },
        {
          "code" : "Q6DD",
          "display" : "ModelBased"
        },
        {
          "code" : "MGZ1",
          "display" : "ActiveShape"
        },
        {
          "code" : "SR1C",
          "display" : "AppereanceModel"
        },
        {
          "code" : "LAQN",
          "display" : "AtlasModel"
        },
        {
          "code" : "UU0Q",
          "display" : "DeformableModel"
        },
        {
          "code" : "ZCA3",
          "display" : "RegionBased"
        },
        {
          "code" : "RZ08",
          "display" : "RegionGrowing"
        },
        {
          "code" : "A9GC",
          "display" : "RegionSplitting"
        },
        {
          "code" : "TAWD",
          "display" : "SplitAndMerge"
        },
        {
          "code" : "Q025",
          "display" : "WatershedAlgorithm"
        },
        {
          "code" : "L2WC",
          "display" : "ThresholdingBased"
        },
        {
          "code" : "E8C8",
          "display" : "GlobalThresholding"
        },
        {
          "code" : "81TK",
          "display" : "LocalAdaptiveThresholding"
        },
        {
          "code" : "4VLP",
          "display" : "Institution"
        },
        {
          "code" : "DTYK",
          "display" : "Phantom"
        },
        {
          "code" : "YUBG",
          "display" : "Software"
        },
        {
          "code" : "SU1L",
          "display" : "SoftwareProperties"
        },
        {
          "code" : "59QT",
          "display" : "License"
        },
        {
          "code" : "1DUG",
          "display" : "OpenSource"
        },
        {
          "code" : "G91N",
          "display" : "Proprietary"
        },
        {
          "code" : "W2J1",
          "display" : "Version"
        },
        {
          "code" : "M9H0",
          "display" : "VersionStatus"
        },
        {
          "code" : "4AGS",
          "display" : "Filter application"
        },
        {
          "code" : "7QSE",
          "display" : "filter in axial plane"
        },
        {
          "code" : "0ODV",
          "display" : "volumetric filter"
        },
        {
          "code" : "GBYQ",
          "display" : "boundary condition"
        },
        {
          "code" : "Z3VE",
          "display" : "constant value"
        },
        {
          "code" : "SIJG",
          "display" : "nearest value"
        },
        {
          "code" : "Z7YO",
          "display" : "periodic"
        },
        {
          "code" : "ZDTV",
          "display" : "mirror"
        },
        {
          "code" : "S60F",
          "display" : "MeanFilter"
        },
        {
          "code" : "YNOF",
          "display" : "kernel support"
        },
        {
          "code" : "8BC3",
          "display" : "GaussianFilter"
        },
        {
          "code" : "L6PA",
          "display" : "LaplacianFilter"
        },
        {
          "code" : "41LN",
          "display" : "Gaussian envelope scale"
        },
        {
          "code" : "WGPM",
          "display" : "Filter size cutoff"
        },
        {
          "code" : "JTXT",
          "display" : "Laws kernel filter"
        },
        {
          "code" : "JVAD",
          "display" : "Laws kernels"
        },
        {
          "code" : "B5BZ",
          "display" : "Laws L3 kernel"
        },
        {
          "code" : "6HRH",
          "display" : "Laws L5 kernel"
        },
        {
          "code" : "LJ4T",
          "display" : "Laws E3 kernel"
        },
        {
          "code" : "2WPV",
          "display" : "Laws E5 kernel"
        },
        {
          "code" : "MK5Z",
          "display" : "Laws S3 kernel"
        },
        {
          "code" : "RXA1",
          "display" : "Laws S5 kernel"
        },
        {
          "code" : "4ENO",
          "display" : "Laws W5 kernel"
        },
        {
          "code" : "3A1W",
          "display" : "Laws R5 kernel"
        },
        {
          "code" : "O1AQ",
          "display" : "Pseudo-rotational invariance"
        },
        {
          "code" : "SVKW",
          "display" : "Response map pooling"
        },
        {
          "code" : "M1CY",
          "display" : "average"
        },
        {
          "code" : "0TAW",
          "display" : "max"
        },
        {
          "code" : "DUX4",
          "display" : "min"
        },
        {
          "code" : "PQSD",
          "display" : "Laws energy map"
        },
        {
          "code" : "I176",
          "display" : "Laws energy map distance"
        },
        {
          "code" : "Q88H",
          "display" : "GaborFilter"
        },
        {
          "code" : "S4N6",
          "display" : "Gabor wavelength lambda"
        },
        {
          "code" : "GDR5",
          "display" : "Gabor ellipticity gamma"
        },
        {
          "code" : "FQER",
          "display" : "Gabor orientation theta"
        },
        {
          "code" : "XTGK",
          "display" : "Gabor orientation theta step"
        },
        {
          "code" : "25BO",
          "display" : "Separable wavelets"
        },
        {
          "code" : "BPXS",
          "display" : "Separable wavelet family"
        },
        {
          "code" : "UOUE",
          "display" : "haar wavelet"
        },
        {
          "code" : "UK1F",
          "display" : "Separable wavelet filter combination"
        },
        {
          "code" : "PPF6",
          "display" : "LL wavelet combination"
        },
        {
          "code" : "P60O",
          "display" : "HL wavelet combination"
        },
        {
          "code" : "M0S1",
          "display" : "LH wavelet combination"
        },
        {
          "code" : "WQ2Z",
          "display" : "HH wavelet combination"
        },
        {
          "code" : "KZAS",
          "display" : "LLL wavelet combination"
        },
        {
          "code" : "TY49",
          "display" : "LLH wavelet combination"
        },
        {
          "code" : "4KRX",
          "display" : "LHL wavelet combination"
        },
        {
          "code" : "UUV9",
          "display" : "HLL wavelet combination"
        },
        {
          "code" : "UIT8",
          "display" : "LHH wavelet combination"
        },
        {
          "code" : "QTIT",
          "display" : "HHL wavelet combination"
        },
        {
          "code" : "8LD2",
          "display" : "HLH wavelet combination"
        },
        {
          "code" : "OYUC",
          "display" : "HHH wavelet combination"
        },
        {
          "code" : "GCEK",
          "display" : "wavelet decomposition level"
        },
        {
          "code" : "PH3R",
          "display" : "Separable wavelet decimated transform"
        },
        {
          "code" : "CVCQ",
          "display" : "Separable wavelet undecimated transform"
        },
        {
          "code" : "LODD",
          "display" : "Non-separable wavelet"
        },
        {
          "code" : "389V",
          "display" : "Non-separable wavelet family"
        },
        {
          "code" : "GWM2",
          "display" : "Shannon wavelet"
        },
        {
          "code" : "PRT7",
          "display" : "Simoncelli wavelet"
        },
        {
          "code" : "AYRS",
          "display" : "Riesz transformation"
        },
        {
          "code" : "OC48",
          "display" : "Riesz transformation order"
        },
        {
          "code" : "1SD3",
          "display" : "Riesz filter steering"
        },
        {
          "code" : "XKP5",
          "display" : "Image dimension"
        },
        {
          "code" : "1F0N",
          "display" : "k1-direction"
        },
        {
          "code" : "M2EZ",
          "display" : "k2-direction"
        },
        {
          "code" : "R83H",
          "display" : "k3-direction"
        },
        {
          "code" : "Y4GJ",
          "display" : "Convolution operation"
        },
        {
          "code" : "YHT3",
          "display" : "Aggregating intensities from a response map"
        },
        {
          "code" : "5P3T",
          "display" : "Response map"
        },
        {
          "code" : "0J1M",
          "display" : "modulus, magnitude or absolute response map"
        },
        {
          "code" : "V530",
          "display" : "angle, phase or argument response map"
        },
        {
          "code" : "F7DI",
          "display" : "real"
        },
        {
          "code" : "LI3Y",
          "display" : "imaginary"
        },
        {
          "code" : "52",
          "display" : "Intensity rounding: Describe how fractional Hounsfield Units are rounded to integer values after interpolation"
        },
        {
          "code" : "56a",
          "display" : "Discretisation method: Describe the method used to discretise image intensities"
        },
        {
          "code" : "56b",
          "display" : "Discretisation method: Describe the number of bins (FBN) or the bin size (FBS) used for discretisation"
        },
        {
          "code" : "56c",
          "display" : "Discretisation method: Describe the lowest intensity in the first bin for FBS discretisation"
        },
        {
          "code" : "61",
          "display" : "Software availability: Describe which software and version was used to compute image biomarkers"
        },
        {
          "code" : "62",
          "display" : "Texture matrix aggregation: Define how texture-matrix based biomarkers were computed from underlying texture matrices"
        },
        {
          "code" : "63",
          "display" : "Distance weighting: Describe which software and version was used to compute image biomarkers"
        }
      ]
    }