IntensityStatisticsFeatures#

class zrad.radiomics.intensity.IntensityStatisticsFeatures[source]#

First-order statistics for continuous ROI intensities.

This feature family summarizes non-discretized intensity values inside the ROI, including location, dispersion, percentiles, energy, and robust deviation measures.

This class has no constructor parameters.

Methods

`calculate_features`(intensity_array)	Calculate first-order statistics for a prepared continuous intensity array.
`get_feature_names`()	Return the intensity statistics feature names produced by this calculator.
`get_params`()	Return the configuration parameters of this intensity statistics calculator.

IntensityStatisticsFeatures.calculate_features(intensity_array)[source]#

Calculate first-order statistics for a prepared continuous intensity array.

Parameters:: intensity_array (numpy.ndarray) – Prepared ROI intensity array with voxels outside the ROI set to NaN.
Returns:: Mapping of intensity statistics feature names to calculated values.
Return type:: dict

IntensityStatisticsFeatures.get_feature_names()[source]#

Return the intensity statistics feature names produced by this calculator.

Returns:: Feature names defined for the intensity statistics family.
Return type:: list of str

IntensityStatisticsFeatures.get_params()[source]#

Return the configuration parameters of this intensity statistics calculator.

Returns:: Parameter names mapped to their configured values.
Return type:: dict