Module ImportFrom alias alias alias alias Import alias ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam NameParam defaults NameLoad body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr BinOpAdd NameLoad Str If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If 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orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam NameParam defaults NameLoad body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr BinOpAdd NameLoad Str If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str orelse If CompareEq NameLoad Str body AugAssignAdd AttributeStore NameLoad attr Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list decorator_list
N/A __main__ vtk qt ctk slicer N/A string FeatureDescriptionLabel N/A N/A qt QLabel N/A __init__ N/A N/A self parent N/A None N/A N/A N/A N/A N/A super FeatureDescriptionLabel self __init__ parent N/A N/A N/A self setFixedWidth 300 N/A N/A N/A self setFrameStyle N/A N/A qt QFrame Box N/A N/A N/A self setWordWrap True N/A setDescription N/A N/A self featureName N/A N/A N/A N/A self description N/A featureName  Description:

 N/A N/A featureName Voxel Count N/A N/A N/A self description Voxel Count is the total number of voxels within the ROI of the grayscale image or parameter map. N/A N/A N/A featureName Gray Levels N/A N/A N/A self description Gray Levels is a the number of discrete voxel values within the ROI of the grayscale image or parameter map. N/A N/A N/A featureName Energy N/A N/A N/A self description Energy is a measure of the magnitude of values in an image. A greater amount larger values implies a greater sum of the squares of these values. N/A N/A N/A featureName Entropy N/A N/A N/A self description Entropy of the image histogram specifies the uncertainty in the image values. It measures the average amount of information required to encode the image values. N/A N/A N/A featureName Minimum Intensity N/A N/A N/A self description Minimum Intensity is the value of the voxel(s) in the image ROI with the least value. N/A N/A N/A featureName Maximum Intensity N/A N/A N/A self description Maximum Intensity is the value of the voxel(s) in the image ROI with the greatest value. N/A N/A N/A featureName Mean Intensity N/A N/A N/A self description Mean Intensity is the mean of the intensity or parameter values within the image ROI. N/A N/A N/A featureName Median Intensity N/A N/A N/A self description Median Intensity is the median of the intensity or parameter values within the image ROI. N/A N/A N/A featureName Range N/A N/A N/A self description Range is the difference between the highest and lowest voxel values within the image ROI. N/A N/A N/A featureName Mean Deviation N/A N/A N/A self description Mean Deviation is the mean of the distances of each image value from the mean of all the values in the image ROI. N/A N/A N/A featureName Root Mean Square N/A N/A N/A self description Root Mean Square is the square-root of the mean of the squares of the values in the image ROI. It is another measure of the magnitude of the image values. N/A N/A N/A featureName Standard Deviation N/A N/A N/A self description Standard Deviation measures the amount of variation or dispersion from the mean of the image values N/A N/A N/A featureName Skewness N/A N/A N/A self description Skewness measures the asymmetry of the distribution of values in the image ROI about the mean of the values. Depending on where the tail is elongated and the mass of the distribution is concentrated, this value can be positive or negative. N/A N/A N/A featureName Kurtosis N/A N/A N/A self description Kurtosis is a measure of the 'peakedness' of the distribution of values in the image ROI. A higher kurtosis implies that the mass of the distribution is concentrated towards the tail(s) rather than towards the mean. A lower kurtosis implies the reverse, that the mass of the distribution is concentrated towards a spike the mean. N/A N/A N/A featureName Variance N/A N/A N/A self description Variance is the mean of the squared distances of each value in the image ROI from the mean of the values. This is a measure of the spread of the distribution about the mean. N/A N/A N/A featureName Uniformity N/A N/A N/A self description Uniformity is a measure of the sum of the squares of each discrete value in the image ROI. This is a measure of the heterogeneity of an image, where a greater uniformity implies a greater heterogeneity or a greater range of discrete image values. N/A N/A N/A featureName Volume mm^3 N/A N/A N/A self description The volume of the specified ROI of the image in cubic millimeters. N/A N/A N/A featureName Volume cc N/A N/A N/A self description The volume of the specified ROI of the image in cubic centimeters. N/A N/A N/A featureName Surface Area N/A N/A N/A self description The surface area of the specified ROI of the image in square millimeters. N/A N/A N/A featureName Surface:Volume Ratio N/A N/A N/A self description The ratio of the surface area (square millimeters) to the volume (cubic millimeters) of the specified image ROI. N/A N/A N/A featureName Compactness 1 N/A N/A N/A self description Compactness 1 is a dimensionless measure, independent of scale and orientation. Compactness 1 is defined as the ratio of volume to the (surface area)^(1.5). This is a measure of the compactness of the shape of the image ROI. N/A N/A N/A featureName Compactness 2 N/A N/A N/A self description Compactness 2 is a dimensionless measure, independent of scale and orientation. This is a measure of the compactness of the shape of the image ROI. N/A N/A N/A featureName Maximum 3D Diameter N/A N/A N/A self description Maximum 3D Diameter is the maximum, pairwise euclidean distance between surface voxels of the image ROI. N/A N/A N/A featureName Spherical Disproportion N/A N/A N/A self description Spherical Disproportion is defined as the ratio of the surface area of the image ROI to the surface area of a sphere with the same volume as the image ROI. N/A N/A N/A featureName Sphericity N/A N/A N/A self description Sphericity is a measure of the roundness or spherical nature of the image ROI, where the sphericity of a sphere is the maximum value of 1. N/A N/A N/A featureName Autocorrelation N/A N/A N/A self description Autocorrelation is a measure of the magnitude of the fineness and coarseness of texture. N/A N/A N/A featureName Cluster Prominence N/A N/A N/A self description Cluster Prominence is a measure of the skewness and asymmetry of the GLCM. A higher values implies more asymmetry about the mean value while a lower value indicates a peak around the mean value and less variation about the mean. N/A N/A N/A featureName Cluster Shade N/A N/A N/A self description Cluster Shade is a measure of the skewness and uniformity of the GLCM. A higher cluster shade implies greater asymmetry. N/A N/A N/A featureName Cluster Tendency N/A N/A N/A self description Cluster Tendency indicates the number of potential clusters present in the image. N/A N/A N/A featureName Contrast N/A N/A N/A self description Contrast is a measure of the local intensity variation, favoring P(i,j) values away from the diagonal (i != j), with a larger value correlating with larger image variation. N/A N/A N/A featureName Correlation N/A N/A N/A self description Correlation is a value between 0 (uncorrelated) and 1 (perfectly correlated) showing the linear dependency of gray level values in the GLCM. For a symfeatureal GLCM, ux = uy (means of px and py) and sigx = sigy (standard deviations of px and py). N/A N/A N/A featureName Difference Entropy N/A N/A N/A self description Difference Entropy is.. N/A N/A N/A featureName Dissimilarity N/A N/A N/A self description Dissimilarity is.. N/A N/A N/A featureName Energy (GLCM) N/A N/A N/A self description Energy (for GLCM) is also the Angular Second Moment and is a measure of the homogeneity of an image. A homogeneous image will contain less discrete gray levels, producing a GLCM with fewer but relatively greater values of P(i,j), and a greater sum of the squares. N/A N/A N/A featureName Entropy (GLCM) N/A N/A N/A self description Entropy (GLCM) indicates the uncertainty of the GLCM. It measures the average amount of information required to encode the image values. N/A N/A N/A featureName Homogeneity 1 N/A N/A N/A self description Homogeneity 1 is a measure of local homogeneity that increases with less contrast in the window. N/A N/A N/A featureName Homogeneity 2 N/A N/A N/A self description Homogeneity 2 is a measure of local homogeneity. N/A N/A N/A featureName IMC1 N/A N/A N/A self description Informational Measure of Correlation 1 (IMC1) is.. N/A N/A N/A featureName IMC2 N/A N/A N/A self description Informational Measure of Correlation 2 (IMC2) is.. N/A N/A N/A featureName IDMN N/A N/A N/A self description Inverse Difference Moment Normalized (IDMN) is a measure of the local homogeneity of an image. IDMN weights are the inverse of the Contrast weights (decreasing exponentially from the diagonal i=j in the GLCM). Unlike Homogeneity 2, IDMN normalizes the square of the difference between values by dividing over the square of the total number of discrete values. N/A N/A N/A featureName IDN N/A N/A N/A self description Inverse Difference Normalized (IDN) is another measure of the local homogeneity of an image. Unlike Homogeneity 1, IDN normalizes the difference between the values by dividing over the total number of discrete values. N/A N/A N/A featureName Inverse Variance N/A N/A N/A self description Inverse Variance is.. N/A N/A N/A featureName Maximum Probability N/A N/A N/A self description Maximum Probability is.. N/A N/A N/A featureName Sum Average N/A N/A N/A self description Sum Average is.. N/A N/A N/A featureName Sum Entropy N/A N/A N/A self description Sum Entropy is.. N/A N/A N/A featureName Sum Variance N/A N/A N/A self description Sum Variance weights elements that differ from the average value of the GLCM. N/A N/A N/A featureName Variance (GLCM) N/A N/A N/A self description Variance (for GLCM) is the dispersion of the parameter values around the mean of the combinations of reference and neighborhood pixels, with values farther from the mean weighted higher. A high variance indicates greater distances of values from the mean. N/A N/A N/A featureName SRE N/A N/A N/A self description Short Run Emphasis (SRE) is a measure of the distribution of short run lengths, with a greater value indicative of shorter run lengths and more fine textural textures. N/A N/A N/A featureName LRE N/A N/A N/A self description Long Run Emphasis (LRE) is a measure of the distribution of long run lengths, with a greater value indicative of longer run lengths and more coarse structural textures. N/A N/A N/A featureName GLN N/A N/A N/A self description Gray Level Non-Uniformity (GLN) measures the similarity of gray-level intensity values in the image, where a lower GLN value correlates with a greater similarity in intensity values. N/A N/A N/A featureName RLN N/A N/A N/A self description Run Length Non-Uniformity (RLN) measures the similarity of run lengths throughout the image, with a lower value indicating more homogeneity among run lengths in the image. N/A N/A N/A featureName RP N/A N/A N/A self description Run Percentage (RP) measures the homogeneity and distribution of runs of an image for a certain direction. N/A N/A N/A featureName LGLRE N/A N/A N/A self description Low Gray Level Run Emphasis (LGLRE) measures the distribution of low gray-level values, with a higher value indicating a greater concentration of low gray-level values in the image. N/A N/A N/A featureName HGLRE N/A N/A N/A self description High Gray Level Run Emphasis (HGLRE) measures the distribution of the higher gray-level values, with a higher value indicating a greater concentration of high gray-level values in the image. N/A N/A N/A featureName SRLGLE N/A N/A N/A self description Short Run Low Gray Level Emphasis (SRLGLE) measures the joint distribution of shorter run lengths with lower gray-level values. N/A N/A N/A featureName SRHGLE N/A N/A N/A self description Short Run High Gray Level Emphasis (SRHGLE)E) measures the joint distribution of shorter run lengths with higher gray-level values. N/A N/A N/A featureName LRLGLE N/A N/A N/A self description Long Run Low Gray Level Emphasis (LRLGLE) measures the joint distribution of long run lengths with lower gray-level values. N/A N/A N/A featureName LRHGLE N/A N/A N/A self description Long Run High Gray Level Emphasis (LRHGLE) measures the joint distribution of long run lengths with higher gray-level values. N/A N/A N/A featureName Box-Counting Dimension N/A N/A N/A self description Box-Counting Dimension is part of the family of Renyi Dimensions, where q=0 for Renyi Entropy calculations. This represents the fractal dimension: the slope of the curve on a plot of log(N) vs. log(1/s) where 'N' is the number of boxes occupied by the image ROI at each scale, 's', of an overlaid grid. N/A N/A N/A featureName Information Dimension N/A N/A N/A self description Information Dimension is part of the family of Renyi Dimensions, where q=1 for Renyi Entropy calculations. N/A N/A N/A featureName Correlation Dimension N/A N/A N/A self description Correlation Dimension is part of the family of Renyi Dimensions, where q=2 for Renyi Entropy calculations. N/A N/A N/A featureName Extruded Surface Area N/A N/A N/A self description Extruded Surface Area is the surface area of the binary object when the image ROI is 'extruded' into 4D, where the parameter or intensity value defines the shape of the Fourth dimension. N/A N/A N/A featureName Extruded Volume N/A N/A N/A self description Extruded Volume is the volume of the binary object when the image ROI is 'extruded' into 4D, where the parameter or intensity value defines the shape of the Fourth dimension. N/A N/A N/A featureName Extruded Surface:Volume Ratio N/A N/A N/A self description Extruded Surface:Volume Ratio is the ratio of the surface area to the volume of the binary object when the image ROI is 'extruded' into 4D, where the parameter or intensity value defines the shape of the Fourth dimension. N/A N/A N/A self setText N/A self description N/A N/A FeatureClassDescriptionLabel N/A N/A qt QLabel N/A __init__ N/A N/A self parent N/A None N/A N/A N/A N/A N/A super FeatureClassDescriptionLabel self __init__ parent N/A N/A N/A self setFixedWidth 300 N/A N/A N/A self setFrameStyle N/A N/A qt QFrame Box N/A N/A N/A self setWordWrap True N/A setDescription N/A N/A self featureClassName N/A N/A N/A N/A self description N/A featureClassName  Description:

 N/A N/A featureClassName First-Order Statistics N/A N/A N/A self description First-Order Statistics based on a Histogram Distribution Summary N/A N/A N/A featureClassName Morphology and Shape N/A N/A N/A self description 3-Dimensional features based on Volume and Surface-Area N/A N/A N/A featureClassName Texture: GLCM N/A N/A N/A self description Edit parameters for or Toggle the generation of Gray-Level Co-ocurrence Matrices (GLCM) needed to calculate features for this class. If this is unchecked, there will be no features computed for this Feature Class. N/A N/A N/A featureClassName Texture: GLRL N/A N/A N/A self description Edit parameters for or Toggle the generation of Gray-Level Run Length (GLRL) matrices needed to calculate features for this class. If this is unchecked, there will be no features computed for this Feature Class. N/A N/A N/A featureClassName Renyi Dimensions N/A N/A N/A self description Renyi Dimensions also known as Fractal Dimensions N/A N/A N/A featureClassName Geometrical Measures N/A N/A N/A self description Edit parameters for or Toggle the generation of the extruded, binary 4D object needed to calculate features for this class. If this is unchecked, there will be no features computed for this Feature Class. N/A N/A N/A self setText N/A self description N/A N/A