FHIR Osiris Implementation Guide
1.1.0 - trial-implementation
FHIR Osiris Implementation Guide
1.1.0 - trial-implementation
This page is part of the OSIRIS FHIR Implementation Guide (v1.1.0: Release) based on FHIR (HL7® FHIR® Standard) R4. This is the current published version. For a full list of available versions, see the Directory of published versions
| Draft as of 2025-04-03 |
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<id value="IBSICS"/>
<text>
<status value="generated"/>
<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>
</text>
<url value="https://ibsi.readthedocs.io/en/latest/"/>
<version value="1.1.0"/>
<name value="IBSICS"/>
<title value="IBSI Code System"/>
<status value="draft"/>
<date value="2025-04-03T15:16:31+02:00"/>
<publisher value="institutcancer"/>
<contact>
<name value="institutcancer"/>
<telecom>
<system value="url"/>
<value value="http://cancer.fr"/>
</telecom>
<telecom>
<system value="email"/>
<value value="osiris@institutcancer.fr"/>
</telecom>
</contact>
<contact>
<name value="Aurélien JOBARD"/>
<telecom>
<system value="email"/>
<value value="osiris@institutcancer.fr"/>
</telecom>
</contact>
<description value="IBSI Code System"/>
<content value="complete"/>
<count value="419"/>
<concept>
<code value="HCUG"/>
<display value="Morphological features"/>
</concept>
<concept>
<code value="RNU0"/>
<display value="Volume"/>
</concept>
<concept>
<code value="YEKZ"/>
<display value="Approximate volume"/>
</concept>
<concept>
<code value="C0JK"/>
<display value="Surface area"/>
</concept>
<concept>
<code value="2PR5"/>
<display value="Surface to volume ratio"/>
</concept>
<concept>
<code value="SKGS"/>
<display value="Compactness 1"/>
</concept>
<concept>
<code value="BQWJ"/>
<display value="Compactness 2"/>
</concept>
<concept>
<code value="KRCK"/>
<display value="Spherical disproportion"/>
</concept>
<concept>
<code value="QCFX"/>
<display value="Sphericity"/>
</concept>
<concept>
<code value="25C7"/>
<display value="Asphericity"/>
</concept>
<concept>
<code value="KLMA"/>
<display value="Centre of mass shift"/>
</concept>
<concept>
<code value="L0JK"/>
<display value="Maximum 3D diameter"/>
</concept>
<concept>
<code value="TDIC"/>
<display value="Major axis length"/>
</concept>
<concept>
<code value="P9VJ"/>
<display value="Minor axis length"/>
</concept>
<concept>
<code value="7J51"/>
<display value="Least axis length"/>
</concept>
<concept>
<code value="Q3CK"/>
<display value="Elongation"/>
</concept>
<concept>
<code value="N17B"/>
<display value="Flatness"/>
</concept>
<concept>
<code value="PBX1"/>
<display value="Volume density - axis-aligned bounding box"/>
</concept>
<concept>
<code value="R59B"/>
<display value="Area density - axis-aligned bounding box"/>
</concept>
<concept>
<code value="ZH1A"/>
<display value="Volume density - oriented minimum bounding box"/>
</concept>
<concept>
<code value="IQYR"/>
<display value="Area density - oriented minimum bounding box"/>
</concept>
<concept>
<code value="6BDE"/>
<display value="Volume density - approximate enclosing ellipsoid"/>
</concept>
<concept>
<code value="RDD2"/>
<display value="Area density - approximate enclosing ellipsoid"/>
</concept>
<concept>
<code value="SWZ1"/>
<display value="Volume density - minimum volume enclosing ellipsoid"/>
</concept>
<concept>
<code value="BRI8"/>
<display value="Area density - minimum volume enclosing ellipsoid"/>
</concept>
<concept>
<code value="R3ER"/>
<display value="Volume density - convex hull"/>
</concept>
<concept>
<code value="7T7F"/>
<display value="Area density - convex hull"/>
</concept>
<concept>
<code value="99N0"/>
<display value="Integrated intensity"/>
</concept>
<concept>
<code value="N365"/>
<display value="Moran's I index"/>
</concept>
<concept>
<code value="NPT7"/>
<display value="Geary's C measure"/>
</concept>
<concept>
<code value="9ST6"/>
<display value="Local intensity features"/>
</concept>
<concept>
<code value="VJGA"/>
<display value="Local intensity peak"/>
</concept>
<concept>
<code value="0F91"/>
<display value="Global intensity peak"/>
</concept>
<concept>
<code value="UHIW"/>
<display value="Intensity-based statistical features"/>
</concept>
<concept>
<code value="Q4LE"/>
<display value="Mean"/>
</concept>
<concept>
<code value="ECT3"/>
<display value="Variance"/>
</concept>
<concept>
<code value="KE2A"/>
<display value="Skewness"/>
</concept>
<concept>
<code value="IPH6"/>
<display value="Kurtosis"/>
</concept>
<concept>
<code value="Y12H"/>
<display value="Median"/>
</concept>
<concept>
<code value="1GSF"/>
<display value="Minimum grey level"/>
</concept>
<concept>
<code value="QG58"/>
<display value="10th percentile"/>
</concept>
<concept>
<code value="8DWT"/>
<display value="90th percentile"/>
</concept>
<concept>
<code value="84IY"/>
<display value="Maximum grey level"/>
</concept>
<concept>
<code value="SALO"/>
<display value="Interquartile range"/>
</concept>
<concept>
<code value="2OJQ"/>
<display value="Range"/>
</concept>
<concept>
<code value="4FUA"/>
<display value="Mean absolute deviation"/>
</concept>
<concept>
<code value="1128"/>
<display value="Robust mean absolute deviation"/>
</concept>
<concept>
<code value="N72L"/>
<display value="Median absolute deviation"/>
</concept>
<concept>
<code value="7TET"/>
<display value="Coefficient of variation"/>
</concept>
<concept>
<code value="9S40"/>
<display value="Quartile coefficient of dispersion"/>
</concept>
<concept>
<code value="N8CA"/>
<display value="Energy"/>
</concept>
<concept>
<code value="5ZWQ"/>
<display value="Root mean square"/>
</concept>
<concept>
<code value="ZVCW"/>
<display value="Intensity histogram features"/>
</concept>
<concept>
<code value="X6K6"/>
<display value="Intensity histogram mean"/>
</concept>
<concept>
<code value="CH89"/>
<display value="Intensity histogram variance"/>
</concept>
<concept>
<code value="88K1"/>
<display value="Intensity histogram skewness"/>
</concept>
<concept>
<code value="C3I7"/>
<display value="Intensity histogram kurtosis"/>
</concept>
<concept>
<code value="WIFQ"/>
<display value="Intensity histogram median"/>
</concept>
<concept>
<code value="1PR8"/>
<display value="Intensity histogram minimum grey level"/>
</concept>
<concept>
<code value="GPMT"/>
<display value="Intensity histogram 10th percentile"/>
</concept>
<concept>
<code value="OZ0C"/>
<display value="Intensity histogram 90th percentile"/>
</concept>
<concept>
<code value="3NCY"/>
<display value="Intensity histogram maximum grey level"/>
</concept>
<concept>
<code value="AMMC"/>
<display value="Intensity histogram mode"/>
</concept>
<concept>
<code value="WR0O"/>
<display value="Intensity histogram interquartile range"/>
</concept>
<concept>
<code value="5Z3W"/>
<display value="Intensity histogram range"/>
</concept>
<concept>
<code value="D2ZX"/>
<display value="Intensity histogram mean absolute deviation"/>
</concept>
<concept>
<code value="WRZB"/>
<display value="Intensity histogram robust mean absolute deviation"/>
</concept>
<concept>
<code value="4RNL"/>
<display value="Intensity histogram median absolute deviation"/>
</concept>
<concept>
<code value="CWYJ"/>
<display value="Intensity histogram coefficient of variation"/>
</concept>
<concept>
<code value="SLWD"/>
<display value="Intensity histogram quartile coefficient of dispersion"/>
</concept>
<concept>
<code value="TLU2"/>
<display value="Intensity histogram entropy"/>
</concept>
<concept>
<code value="BJ5W"/>
<display value="Intensity histogram uniformity"/>
</concept>
<concept>
<code value="12CE"/>
<display value="Maximum histogram gradient"/>
</concept>
<concept>
<code value="8E6O"/>
<display value="Maximum histogram gradient grey level"/>
</concept>
<concept>
<code value="VQB3"/>
<display value="Minimum histogram gradient"/>
</concept>
<concept>
<code value="RHQZ"/>
<display value="Minimum histogram gradient grey level"/>
</concept>
<concept>
<code value="P88C"/>
<display value="Intensity-volume histogram features"/>
</concept>
<concept>
<code value="BC2M"/>
<display value="Volume at intensity fraction"/>
</concept>
<concept>
<code value="GBPN"/>
<display value="Intensity at volume fraction"/>
</concept>
<concept>
<code value="DDTU"/>
<display value="Volume fraction difference between intensity fractions"/>
</concept>
<concept>
<code value="CNV2"/>
<display value="Intensity fraction difference between volume fractions"/>
</concept>
<concept>
<code value="9CMM"/>
<display value="Area under IVH curve"/>
</concept>
<concept>
<code value="LFYI"/>
<display value="Grey level co-occurrence based features"/>
</concept>
<concept>
<code value="GYBY"/>
<display value="Joint maximum"/>
</concept>
<concept>
<code value="60VM"/>
<display value="Joint average"/>
</concept>
<concept>
<code value="UR99"/>
<display value="Joint variance"/>
</concept>
<concept>
<code value="TU9B"/>
<display value="Joint entropy"/>
</concept>
<concept>
<code value="TF7R"/>
<display value="Difference average"/>
</concept>
<concept>
<code value="D3YU"/>
<display value="Difference variance"/>
</concept>
<concept>
<code value="NTRS"/>
<display value="Difference entropy"/>
</concept>
<concept>
<code value="ZGXS"/>
<display value="Sum average"/>
</concept>
<concept>
<code value="OEEB"/>
<display value="Sum variance"/>
</concept>
<concept>
<code value="P6QZ"/>
<display value="Sum entropy"/>
</concept>
<concept>
<code value="8ZQL"/>
<display value="Angular second moment"/>
</concept>
<concept>
<code value="ACUI"/>
<display value="Contrast"/>
</concept>
<concept>
<code value="8S9J"/>
<display value="Dissimilarity"/>
</concept>
<concept>
<code value="IB1Z"/>
<display value="Inverse difference"/>
</concept>
<concept>
<code value="NDRX"/>
<display value="Normalised inverse difference"/>
</concept>
<concept>
<code value="WF0Z"/>
<display value="Inverse difference moment"/>
</concept>
<concept>
<code value="1QCO"/>
<display value="Normalised inverse difference moment"/>
</concept>
<concept>
<code value="E8JP"/>
<display value="Inverse variance"/>
</concept>
<concept>
<code value="NI2N"/>
<display value="Correlation"/>
</concept>
<concept>
<code value="QWB0"/>
<display value="Autocorrelation"/>
</concept>
<concept>
<code value="DG8W"/>
<display value="Cluster tendency"/>
</concept>
<concept>
<code value="7NFM"/>
<display value="Cluster shade"/>
</concept>
<concept>
<code value="AE86"/>
<display value="Cluster prominence"/>
</concept>
<concept>
<code value="R8DG"/>
<display value="First measure of information correlation"/>
</concept>
<concept>
<code value="JN9H"/>
<display value="Second measure of information correlation"/>
</concept>
<concept>
<code value="TP0I"/>
<display value="Grey level run length based features"/>
</concept>
<concept>
<code value="22OV"/>
<display value="Short runs emphasis"/>
</concept>
<concept>
<code value="W4KF"/>
<display value="Long runs emphasis"/>
</concept>
<concept>
<code value="V3SW"/>
<display value="Low grey level run emphasis"/>
</concept>
<concept>
<code value="G3QZ"/>
<display value="High grey level run emphasis"/>
</concept>
<concept>
<code value="HTZT"/>
<display value="Short run low grey level emphasis"/>
</concept>
<concept>
<code value="GD3A"/>
<display value="Short run high grey level emphasis"/>
</concept>
<concept>
<code value="IVPO"/>
<display value="Long run low grey level emphasis"/>
</concept>
<concept>
<code value="3KUM"/>
<display value="Long run high grey level emphasis"/>
</concept>
<concept>
<code value="R5YN"/>
<display value="Grey level non-uniformity"/>
</concept>
<concept>
<code value="OVBL"/>
<display value="Normalised grey level non-uniformity"/>
</concept>
<concept>
<code value="W92Y"/>
<display value="Run length non-uniformity"/>
</concept>
<concept>
<code value="IC23"/>
<display value="Normalised run length non-uniformity"/>
</concept>
<concept>
<code value="9ZK5"/>
<display value="Run percentage"/>
</concept>
<concept>
<code value="8CE5"/>
<display value="Grey level variance"/>
</concept>
<concept>
<code value="SXLW"/>
<display value="Run length variance"/>
</concept>
<concept>
<code value="HJ9O"/>
<display value="Run entropy"/>
</concept>
<concept>
<code value="9SAK"/>
<display value="Grey level size zone based features"/>
</concept>
<concept>
<code value="5QRC"/>
<display value="Small zone emphasis"/>
</concept>
<concept>
<code value="48P8"/>
<display value="Large zone emphasis"/>
</concept>
<concept>
<code value="XMSY"/>
<display value="Low grey level zone emphasis"/>
</concept>
<concept>
<code value="5GN9"/>
<display value="High grey level zone emphasis"/>
</concept>
<concept>
<code value="5RAI"/>
<display value="Small zone low grey level emphasis"/>
</concept>
<concept>
<code value="HW1V"/>
<display value="Small zone high grey level emphasis"/>
</concept>
<concept>
<code value="YH51"/>
<display value="Large zone low grey level emphasis"/>
</concept>
<concept>
<code value="J17V"/>
<display value="Large zone high grey level emphasis"/>
</concept>
<concept>
<code value="JNSA"/>
<display value="Grey level non-uniformity"/>
</concept>
<concept>
<code value="Y1RO"/>
<display value="Normalised grey level non-uniformity"/>
</concept>
<concept>
<code value="4JP3"/>
<display value="Zone size non-uniformity"/>
</concept>
<concept>
<code value="VB3A"/>
<display value="Normalised zone size non-uniformity"/>
</concept>
<concept>
<code value="P30P"/>
<display value="Zone percentage"/>
</concept>
<concept>
<code value="BYLV"/>
<display value="Grey level variance"/>
</concept>
<concept>
<code value="3NSA"/>
<display value="Zone size variance"/>
</concept>
<concept>
<code value="GU8N"/>
<display value="Zone size entropy"/>
</concept>
<concept>
<code value="VMDZ"/>
<display value="Grey level distance zone based features"/>
</concept>
<concept>
<code value="0GBI"/>
<display value="Small distance emphasis"/>
</concept>
<concept>
<code value="MB4I"/>
<display value="Large distance emphasis"/>
</concept>
<concept>
<code value="S1RA"/>
<display value="Low grey level zone emphasis"/>
</concept>
<concept>
<code value="K26C"/>
<display value="High grey level zone emphasis"/>
</concept>
<concept>
<code value="RUVG"/>
<display value="Small distance low grey level emphasis"/>
</concept>
<concept>
<code value="DKNJ"/>
<display value="Small distance high grey level emphasis"/>
</concept>
<concept>
<code value="A7WM"/>
<display value="Large distance low grey level emphasis"/>
</concept>
<concept>
<code value="KLTH"/>
<display value="Large distance high grey level emphasis"/>
</concept>
<concept>
<code value="VFT7"/>
<display value="Grey level non-uniformity"/>
</concept>
<concept>
<code value="7HP3"/>
<display value="Normalised grey level non-uniformity"/>
</concept>
<concept>
<code value="V294"/>
<display value="Zone distance non-uniformity"/>
</concept>
<concept>
<code value="IATH"/>
<display value="Zone distance non-uniformity normalised"/>
</concept>
<concept>
<code value="VIWW"/>
<display value="Zone percentage"/>
</concept>
<concept>
<code value="QK93"/>
<display value="Grey level variance"/>
</concept>
<concept>
<code value="7WT1"/>
<display value="Zone distance variance"/>
</concept>
<concept>
<code value="GBDU"/>
<display value="Zone distance entropy"/>
</concept>
<concept>
<code value="IPET"/>
<display value="Neighbourhood grey tone difference based features"/>
</concept>
<concept>
<code value="QCDE"/>
<display value="Coarseness"/>
</concept>
<concept>
<code value="65HE"/>
<display value="Contrast"/>
</concept>
<concept>
<code value="NQ30"/>
<display value="Busyness"/>
</concept>
<concept>
<code value="HDEZ"/>
<display value="Complexity"/>
</concept>
<concept>
<code value="1X9X"/>
<display value="Strength"/>
</concept>
<concept>
<code value="REK0"/>
<display value="Neighbouring grey level dependence based features"/>
</concept>
<concept>
<code value="SODN"/>
<display value="Low dependence emphasis"/>
</concept>
<concept>
<code value="IMOQ"/>
<display value="High dependence emphasis"/>
</concept>
<concept>
<code value="TL9H"/>
<display value="Low grey level count emphasis"/>
</concept>
<concept>
<code value="OAE7"/>
<display value="High grey level count emphasis"/>
</concept>
<concept>
<code value="EQ3F"/>
<display value="Low dependence low grey level emphasis"/>
</concept>
<concept>
<code value="JA6D"/>
<display value="Low dependence high grey level emphasis"/>
</concept>
<concept>
<code value="NBZI"/>
<display value="High dependence low grey level emphasis"/>
</concept>
<concept>
<code value="9QMG"/>
<display value="High dependence high grey level emphasis"/>
</concept>
<concept>
<code value="FP8K"/>
<display value="Grey level non-uniformity"/>
</concept>
<concept>
<code value="5SPA"/>
<display value="Normalised grey level non-uniformity"/>
</concept>
<concept>
<code value="Z87G"/>
<display value="Dependence count non-uniformity"/>
</concept>
<concept>
<code value="OKJI"/>
<display value="Dependence count non-uniformity normalised"/>
</concept>
<concept>
<code value="6XV8"/>
<display value="Dependence count percentage"/>
</concept>
<concept>
<code value="1PFV"/>
<display value="Grey level variance"/>
</concept>
<concept>
<code value="DNX2"/>
<display value="Dependence count variance"/>
</concept>
<concept>
<code value="FCBV"/>
<display value="Dependence count entropy"/>
</concept>
<concept>
<code value="CAS9"/>
<display value="Dependence count energy"/>
</concept>
<concept>
<code value="5QB6"/>
<display value="feature aggregation"/>
</concept>
<concept>
<code value="3IDG"/>
<display value="feature computed per slice, and averaged over slices"/>
</concept>
<concept>
<code value="DHQ4"/>
<display value="feature computed over the volume"/>
</concept>
<concept>
<code value="BTW3"/>
<display
value="feature computed from 2D directional matrix and averaged over 2D directions and slices"/>
</concept>
<concept>
<code value="SUJT"/>
<display
value="feature computed from a single matrix after merging 2D directional matrices per slice, and averaged over slices"/>
</concept>
<concept>
<code value="ZW7Z"/>
<display
value="feature computed from a single matrix after merging all 2D directional matrices"/>
</concept>
<concept>
<code value="ITBB"/>
<display
value="feature computed from 3D directional matrix and averaged over 3D directions"/>
</concept>
<concept>
<code value="IAZD"/>
<display
value="feature computed from a single matrix after merging all 3D directional matrices"/>
</concept>
<concept>
<code value="8QNN"/>
<display
value="feature computed from 2D matrix and averaged over slices"/>
</concept>
<concept>
<code value="62GR"/>
<display
value="feature computed from a single matrix after merging all 2D matrices"/>
</concept>
<concept>
<code value="KOBO"/>
<display value="feature computed from 3D matrix"/>
</concept>
<concept>
<code value="MPUJ"/>
<display value="grid distances"/>
</concept>
<concept>
<code value="LIFZ"/>
<display value="manhattan norm"/>
</concept>
<concept>
<code value="G9EV"/>
<display value="euclidean norm"/>
</concept>
<concept>
<code value="PVMT"/>
<display value="chebyshev norm"/>
</concept>
<concept>
<code value="ECJF"/>
<display value="ROI submasks"/>
</concept>
<concept>
<code value="SEFI"/>
<display value="intensity mask"/>
</concept>
<concept>
<code value="G5KJ"/>
<display value="morphological mask"/>
</concept>
<concept>
<code value="IF9H"/>
<display value="re-segmentation"/>
</concept>
<concept>
<code value="USB3"/>
<display value="range re-segmentation"/>
</concept>
<concept>
<code value="7ACA"/>
<display value="outlier filtering"/>
</concept>
<concept>
<code value="6CK8"/>
<display value="distance weighting"/>
</concept>
<concept>
<code value="LQD8"/>
<display value="volume voxel representation"/>
</concept>
<concept>
<code value="4KW8"/>
<display value="volume voxel point set representation"/>
</concept>
<concept>
<code value="WRJH"/>
<display value="volume voxel mesh representation"/>
</concept>
<concept>
<code value="4R0B"/>
<display value="discretisation"/>
</concept>
<concept>
<code value="Q3RU"/>
<display value="fixed bin size"/>
</concept>
<concept>
<code value="K15C"/>
<display value="fixed bin number"/>
</concept>
<concept>
<code value="23XZ"/>
<display value="data conversion"/>
</concept>
<concept>
<code value="PCDE"/>
<display value="image post-acquisition processing"/>
</concept>
<concept>
<code value="OQYT"/>
<display value="segmentation"/>
</concept>
<concept>
<code value="VTM2"/>
<display value="interpolation"/>
</concept>
<concept>
<code value="68QD"/>
<display value="intensity rounding after interpolation"/>
</concept>
<concept>
<code value="E8H9"/>
<display value="roi mask partial volume"/>
</concept>
<concept>
<code value="UMPJ"/>
<display value="interpolation grid"/>
</concept>
<concept>
<code value="58MB"/>
<display value="fit to original grid"/>
</concept>
<concept>
<code value="SBKJ"/>
<display value="align grid origins"/>
</concept>
<concept>
<code value="3WE3"/>
<display value="align grid centers"/>
</concept>
<concept>
<code value="026Q"/>
<display value="align grid centers interpolation grid dimensions"/>
</concept>
<concept>
<code value="QCY4"/>
<display value="align grid centers grid positions"/>
</concept>
<concept>
<code value="1OBP"/>
<display value="ROI extraction"/>
</concept>
<concept>
<code value="JJUI"/>
<display
value="feature computed from a single matrix after merging 2D directional matrices per direction, and averaged over directions"/>
</concept>
<concept>
<code value="GFJV"/>
<display value="Calculation Run Space"/>
</concept>
<concept>
<code value="CINW"/>
<display value="FeatureParameterSpace"/>
</concept>
<concept>
<code value="1XL1"/>
<display value="texture matrix aggregation parameters"/>
</concept>
<concept>
<code value="8QU8"/>
<display value="intensity discretization parameters"/>
</concept>
<concept>
<code value="I7X7"/>
<display value="histogram equalisation"/>
</concept>
<concept>
<code value="SSX6"/>
<display value="Lloyd-Max discretisation"/>
</concept>
<concept>
<code value="OWOH"/>
<display value="feature specific parameters"/>
</concept>
<concept>
<code value="9LZ9"/>
<display value="asymmetrical co-occurrence matrix"/>
</concept>
<concept>
<code value="2IQV"/>
<display value="symmetrical co-occurrence matrix"/>
</concept>
<concept>
<code value="3S2S"/>
<display value="distance weighting function"/>
</concept>
<concept>
<code value="V0L6"/>
<display value="no distance weighting"/>
</concept>
<concept>
<code value="4S5Z"/>
<display value="GLCM specific parameters"/>
</concept>
<concept>
<code value="0OW5"/>
<display value="GLRLM specific parameters"/>
</concept>
<concept>
<code value="6SLW"/>
<display value="GLDZM specific parameters"/>
</concept>
<concept>
<code value="MV8M"/>
<display value="NGTDM specific parameters"/>
</concept>
<concept>
<code value="KQW7"/>
<display value="IntVolSpecificParameters"/>
</concept>
<concept>
<code value="X6TI"/>
<display value="MaximumBound"/>
</concept>
<concept>
<code value="V2QW"/>
<display value="MinimumBound"/>
</concept>
<concept>
<code value="G5MN"/>
<display value="isovalue algorithm"/>
</concept>
<concept>
<code value="CRAM"/>
<display value="marching cube algorithm"/>
</concept>
<concept>
<code value="FFWD"/>
<display value="Morphological features specific parameters"/>
</concept>
<concept>
<code value="VXRR"/>
<display value="dependence coarseness parameter"/>
</concept>
<concept>
<code value="NV3D"/>
<display value="cubic convolution interpolation"/>
</concept>
<concept>
<code value="2I2N"/>
<display value="cubic spline interpolation"/>
</concept>
<concept>
<code value="X13G"/>
<display value="linear interpolation"/>
</concept>
<concept>
<code value="EY9L"/>
<display value="nearest neighbour interpolation"/>
</concept>
<concept>
<code value="QP79"/>
<display value="re-segmentation parameters"/>
</concept>
<concept>
<code value="LQBA"/>
<display value="spatial filter properties"/>
</concept>
<concept>
<code value="WZSA"/>
<display value="wavelet basis function"/>
</concept>
<concept>
<code value="QVI9"/>
<display value="biorthogonal 3.5 wavelet"/>
</concept>
<concept>
<code value="2CYL"/>
<display value="coiflet 1 wavelet"/>
</concept>
<concept>
<code value="FR3E"/>
<display value="haar wavelet"/>
</concept>
<concept>
<code value="P8W0"/>
<display value="frequency"/>
</concept>
<concept>
<code value="IA9Q"/>
<display value="wavelet filter direction"/>
</concept>
<concept>
<code value="LCNJ"/>
<display value="HHH wavelet direction"/>
</concept>
<concept>
<code value="S7CG"/>
<display value="HHL wavelet direction"/>
</concept>
<concept>
<code value="UFRT"/>
<display value="HLH wavelet direction"/>
</concept>
<concept>
<code value="RZ96"/>
<display value="HLL wavelet direction"/>
</concept>
<concept>
<code value="CJ43"/>
<display value="LHH wavelet direction"/>
</concept>
<concept>
<code value="76ZU"/>
<display value="LHL wavelet direction"/>
</concept>
<concept>
<code value="NTRN"/>
<display value="LLL wavelet direction"/>
</concept>
<concept>
<code value="6FPA"/>
<display value="LLH wavelet direction"/>
</concept>
<concept>
<code value="G6RO"/>
<display value="image grey level rounding"/>
</concept>
<concept>
<code value="IZBZ"/>
<display value="edge enhancement"/>
</concept>
<concept>
<code value="ZS1T"/>
<display value="HistoEqualization"/>
</concept>
<concept>
<code value="Q2ZB"/>
<display value="LocalAreaHistoEqualization"/>
</concept>
<concept>
<code value="OB71"/>
<display value="ImageSpace"/>
</concept>
<concept>
<code value="K7BL"/>
<display value="ImageVolume"/>
</concept>
<concept>
<code value="OH8W"/>
<display value="ROIMask"/>
</concept>
<concept>
<code value="GF95"/>
<display value="IntensityHistogramStandardDeviation"/>
</concept>
<concept>
<code value="URTB"/>
<display value="IntensityHistogramTotalEnergy"/>
</concept>
<concept>
<code value="5ABU"/>
<display value="Maximum2DDiameterColumn"/>
</concept>
<concept>
<code value="4S59"/>
<display value="Maximum2DDiameterSlice"/>
</concept>
<concept>
<code value="K57E"/>
<display value="Maximum2DDiameterRow"/>
</concept>
<concept>
<code value="EGTD"/>
<display value="Textural"/>
</concept>
<concept>
<code value="5XL6"/>
<display value="GLCM_MaximalCorrelationCoefficient"/>
</concept>
<concept>
<code value="9U4X"/>
<display value="ZeroOrder"/>
</concept>
<concept>
<code value="PWN1"/>
<display value="I10"/>
</concept>
<concept>
<code value="BOHI"/>
<display value="I90"/>
</concept>
<concept>
<code value="JXJA"/>
<display value="I10minusI90"/>
</concept>
<concept>
<code value="NK6P"/>
<display value="V10"/>
</concept>
<concept>
<code value="4279"/>
<display value="V90"/>
</concept>
<concept>
<code value="WITY"/>
<display value="V10minusV90"/>
</concept>
<concept>
<code value="J04R"/>
<display value="NGLDMSpecificParameters"/>
</concept>
<concept>
<code value="ASHO"/>
<display value="Voxel"/>
</concept>
<concept>
<code value="NOVP"/>
<display value="ImageFilterSpace"/>
</concept>
<concept>
<code value="XSJL"/>
<display value="AbsoluteFiltering"/>
</concept>
<concept>
<code value="1WTP"/>
<display value="ButterworthFilter"/>
</concept>
<concept>
<code value="PJBO"/>
<display value="ColliageFilter"/>
</concept>
<concept>
<code value="FTIJ"/>
<display value="MedianFilter"/>
</concept>
<concept>
<code value="9IQY"/>
<display value="SavitzkyGolayFilter"/>
</concept>
<concept>
<code value="SUUU"/>
<display value="WaveletFilter"/>
</concept>
<concept>
<code value="WVUQ"/>
<display value="ROIMask_PartialVolumeCutOff"/>
</concept>
<concept>
<code value="REY6"/>
<display value="SegmentationMethods"/>
</concept>
<concept>
<code value="SBDE"/>
<display value="Automated"/>
</concept>
<concept>
<code value="OAX6"/>
<display value="Manual"/>
</concept>
<concept>
<code value="TGHU"/>
<display value="SemiAutomated"/>
</concept>
<concept>
<code value="6VTB"/>
<display value="SupervisedMethods"/>
</concept>
<concept>
<code value="TV5D"/>
<display value="DeepLearning"/>
</concept>
<concept>
<code value="KJIF"/>
<display value="NeuralNetwork"/>
</concept>
<concept>
<code value="D3RT"/>
<display value="SupportVectorMachine"/>
</concept>
<concept>
<code value="ZJJY"/>
<display value="UnsupervisedMethods"/>
</concept>
<concept>
<code value="2KAW"/>
<display value="CMeansFuzzy"/>
</concept>
<concept>
<code value="OPMG"/>
<display value="Kmean"/>
</concept>
<concept>
<code value="HF5R"/>
<display value="Manual"/>
</concept>
<concept>
<code value="W455"/>
<display value="InPolygon"/>
</concept>
<concept>
<code value="8LVU"/>
<display value="RayCasting"/>
</concept>
<concept>
<code value="WAB9"/>
<display value="EdgeBased"/>
</concept>
<concept>
<code value="XL0Q"/>
<display value="GradientEdgeBased"/>
</concept>
<concept>
<code value="N20K"/>
<display value="HoughTransformBased"/>
</concept>
<concept>
<code value="VZXY"/>
<display value="LaplacianEdgeBased"/>
</concept>
<concept>
<code value="EOOR"/>
<display value="MarrHildrethEdgeBased"/>
</concept>
<concept>
<code value="Q6DD"/>
<display value="ModelBased"/>
</concept>
<concept>
<code value="MGZ1"/>
<display value="ActiveShape"/>
</concept>
<concept>
<code value="SR1C"/>
<display value="AppereanceModel"/>
</concept>
<concept>
<code value="LAQN"/>
<display value="AtlasModel"/>
</concept>
<concept>
<code value="UU0Q"/>
<display value="DeformableModel"/>
</concept>
<concept>
<code value="ZCA3"/>
<display value="RegionBased"/>
</concept>
<concept>
<code value="RZ08"/>
<display value="RegionGrowing"/>
</concept>
<concept>
<code value="A9GC"/>
<display value="RegionSplitting"/>
</concept>
<concept>
<code value="TAWD"/>
<display value="SplitAndMerge"/>
</concept>
<concept>
<code value="Q025"/>
<display value="WatershedAlgorithm"/>
</concept>
<concept>
<code value="L2WC"/>
<display value="ThresholdingBased"/>
</concept>
<concept>
<code value="E8C8"/>
<display value="GlobalThresholding"/>
</concept>
<concept>
<code value="81TK"/>
<display value="LocalAdaptiveThresholding"/>
</concept>
<concept>
<code value="4VLP"/>
<display value="Institution"/>
</concept>
<concept>
<code value="DTYK"/>
<display value="Phantom"/>
</concept>
<concept>
<code value="YUBG"/>
<display value="Software"/>
</concept>
<concept>
<code value="SU1L"/>
<display value="SoftwareProperties"/>
</concept>
<concept>
<code value="59QT"/>
<display value="License"/>
</concept>
<concept>
<code value="1DUG"/>
<display value="OpenSource"/>
</concept>
<concept>
<code value="G91N"/>
<display value="Proprietary"/>
</concept>
<concept>
<code value="W2J1"/>
<display value="Version"/>
</concept>
<concept>
<code value="M9H0"/>
<display value="VersionStatus"/>
</concept>
<concept>
<code value="4AGS"/>
<display value="Filter application"/>
</concept>
<concept>
<code value="7QSE"/>
<display value="filter in axial plane"/>
</concept>
<concept>
<code value="0ODV"/>
<display value="volumetric filter"/>
</concept>
<concept>
<code value="GBYQ"/>
<display value="boundary condition"/>
</concept>
<concept>
<code value="Z3VE"/>
<display value="constant value"/>
</concept>
<concept>
<code value="SIJG"/>
<display value="nearest value"/>
</concept>
<concept>
<code value="Z7YO"/>
<display value="periodic"/>
</concept>
<concept>
<code value="ZDTV"/>
<display value="mirror"/>
</concept>
<concept>
<code value="S60F"/>
<display value="MeanFilter"/>
</concept>
<concept>
<code value="YNOF"/>
<display value="kernel support"/>
</concept>
<concept>
<code value="8BC3"/>
<display value="GaussianFilter"/>
</concept>
<concept>
<code value="L6PA"/>
<display value="LaplacianFilter"/>
</concept>
<concept>
<code value="41LN"/>
<display value="Gaussian envelope scale"/>
</concept>
<concept>
<code value="WGPM"/>
<display value="Filter size cutoff"/>
</concept>
<concept>
<code value="JTXT"/>
<display value="Laws kernel filter"/>
</concept>
<concept>
<code value="JVAD"/>
<display value="Laws kernels"/>
</concept>
<concept>
<code value="B5BZ"/>
<display value="Laws L3 kernel"/>
</concept>
<concept>
<code value="6HRH"/>
<display value="Laws L5 kernel"/>
</concept>
<concept>
<code value="LJ4T"/>
<display value="Laws E3 kernel"/>
</concept>
<concept>
<code value="2WPV"/>
<display value="Laws E5 kernel"/>
</concept>
<concept>
<code value="MK5Z"/>
<display value="Laws S3 kernel"/>
</concept>
<concept>
<code value="RXA1"/>
<display value="Laws S5 kernel"/>
</concept>
<concept>
<code value="4ENO"/>
<display value="Laws W5 kernel"/>
</concept>
<concept>
<code value="3A1W"/>
<display value="Laws R5 kernel"/>
</concept>
<concept>
<code value="O1AQ"/>
<display value="Pseudo-rotational invariance"/>
</concept>
<concept>
<code value="SVKW"/>
<display value="Response map pooling"/>
</concept>
<concept>
<code value="M1CY"/>
<display value="average"/>
</concept>
<concept>
<code value="0TAW"/>
<display value="max"/>
</concept>
<concept>
<code value="DUX4"/>
<display value="min"/>
</concept>
<concept>
<code value="PQSD"/>
<display value="Laws energy map"/>
</concept>
<concept>
<code value="I176"/>
<display value="Laws energy map distance"/>
</concept>
<concept>
<code value="Q88H"/>
<display value="GaborFilter"/>
</concept>
<concept>
<code value="S4N6"/>
<display value="Gabor wavelength lambda"/>
</concept>
<concept>
<code value="GDR5"/>
<display value="Gabor ellipticity gamma"/>
</concept>
<concept>
<code value="FQER"/>
<display value="Gabor orientation theta"/>
</concept>
<concept>
<code value="XTGK"/>
<display value="Gabor orientation theta step"/>
</concept>
<concept>
<code value="25BO"/>
<display value="Separable wavelets"/>
</concept>
<concept>
<code value="BPXS"/>
<display value="Separable wavelet family"/>
</concept>
<concept>
<code value="UOUE"/>
<display value="haar wavelet"/>
</concept>
<concept>
<code value="UK1F"/>
<display value="Separable wavelet filter combination"/>
</concept>
<concept>
<code value="PPF6"/>
<display value="LL wavelet combination"/>
</concept>
<concept>
<code value="P60O"/>
<display value="HL wavelet combination"/>
</concept>
<concept>
<code value="M0S1"/>
<display value="LH wavelet combination"/>
</concept>
<concept>
<code value="WQ2Z"/>
<display value="HH wavelet combination"/>
</concept>
<concept>
<code value="KZAS"/>
<display value="LLL wavelet combination"/>
</concept>
<concept>
<code value="TY49"/>
<display value="LLH wavelet combination"/>
</concept>
<concept>
<code value="4KRX"/>
<display value="LHL wavelet combination"/>
</concept>
<concept>
<code value="UUV9"/>
<display value="HLL wavelet combination"/>
</concept>
<concept>
<code value="UIT8"/>
<display value="LHH wavelet combination"/>
</concept>
<concept>
<code value="QTIT"/>
<display value="HHL wavelet combination"/>
</concept>
<concept>
<code value="8LD2"/>
<display value="HLH wavelet combination"/>
</concept>
<concept>
<code value="OYUC"/>
<display value="HHH wavelet combination"/>
</concept>
<concept>
<code value="GCEK"/>
<display value="wavelet decomposition level"/>
</concept>
<concept>
<code value="PH3R"/>
<display value="Separable wavelet decimated transform"/>
</concept>
<concept>
<code value="CVCQ"/>
<display value="Separable wavelet undecimated transform"/>
</concept>
<concept>
<code value="LODD"/>
<display value="Non-separable wavelet"/>
</concept>
<concept>
<code value="389V"/>
<display value="Non-separable wavelet family"/>
</concept>
<concept>
<code value="GWM2"/>
<display value="Shannon wavelet"/>
</concept>
<concept>
<code value="PRT7"/>
<display value="Simoncelli wavelet"/>
</concept>
<concept>
<code value="AYRS"/>
<display value="Riesz transformation"/>
</concept>
<concept>
<code value="OC48"/>
<display value="Riesz transformation order"/>
</concept>
<concept>
<code value="1SD3"/>
<display value="Riesz filter steering"/>
</concept>
<concept>
<code value="XKP5"/>
<display value="Image dimension"/>
</concept>
<concept>
<code value="1F0N"/>
<display value="k1-direction"/>
</concept>
<concept>
<code value="M2EZ"/>
<display value="k2-direction"/>
</concept>
<concept>
<code value="R83H"/>
<display value="k3-direction"/>
</concept>
<concept>
<code value="Y4GJ"/>
<display value="Convolution operation"/>
</concept>
<concept>
<code value="YHT3"/>
<display value="Aggregating intensities from a response map"/>
</concept>
<concept>
<code value="5P3T"/>
<display value="Response map"/>
</concept>
<concept>
<code value="0J1M"/>
<display value="modulus, magnitude or absolute response map"/>
</concept>
<concept>
<code value="V530"/>
<display value="angle, phase or argument response map"/>
</concept>
<concept>
<code value="F7DI"/>
<display value="real"/>
</concept>
<concept>
<code value="LI3Y"/>
<display value="imaginary"/>
</concept>
<concept>
<code value="52"/>
<display
value="Intensity rounding: Describe how fractional Hounsfield Units are rounded to integer values after interpolation"/>
</concept>
<concept>
<code value="56a"/>
<display
value="Discretisation method: Describe the method used to discretise image intensities"/>
</concept>
<concept>
<code value="56b"/>
<display
value="Discretisation method: Describe the number of bins (FBN) or the bin size (FBS) used for discretisation"/>
</concept>
<concept>
<code value="56c"/>
<display
value="Discretisation method: Describe the lowest intensity in the first bin for FBS discretisation"/>
</concept>
<concept>
<code value="61"/>
<display
value="Software availability: Describe which software and version was used to compute image biomarkers"/>
</concept>
<concept>
<code value="62"/>
<display
value="Texture matrix aggregation: Define how texture-matrix based biomarkers were computed from underlying texture matrices"/>
</concept>
<concept>
<code value="63"/>
<display
value="Distance weighting: Describe which software and version was used to compute image biomarkers"/>
</concept>
</CodeSystem>