Reference#
Shape features#
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Compute shape descriptors for a binary mask in 2D or 3D. |
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Units of returned shape metrics |
First-order features#
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Compute first-order (intensity-based) statistics for a given image and mask, replicating Pyradiomics first-order features. |
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Returns units of returned first-order metrics. |
Texture features#
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Wrapper to compute all texture features (GLCM, GLDM, GLRLM, GLSZM, NGTDM) in a single call. |
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Compute 24 Pyradiomics-style GLCM (Gray Level Co-occurrence Matrix) features. |
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Compute 15 Pyradiomics-style GLDM (Gray Level Dependence Matrix) features. |
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Compute 16 Pyradiomics-style GLRLM (Gray Level Run Length Matrix) features. |
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Compute 16 Pyradiomics-style GLSZM (Gray Level Size Zone Matrix) features. |
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Compute 5 Pyradiomics-style NGTDM (Neighborhood Gray Tone Difference Matrix) features. |
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Returns units of returned texture metrics with correct prefixes. |
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Returns units for GLCM features. |
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Returns units for GLDM features. |
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Returns units for GLRLM features. |
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Returns units for GLSZM features. |
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Returns units for NGTDM features. |
Digital reference objects#
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Creates a binary mask of a solid cuboid. |
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Creates a binary mask of a solid ellipsoid. |
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Creates a binary mask of an ellipsoid filled with random noise. |