Radiomics

Extraction workflow

Radiomics([aggr_dim, aggr_method, ...])

Extract radiomics features from prepared ROI data.

Feature family calculators

MorphologicalFeatures(spacing)	Morphological and shape descriptors for a 3D region of interest.
MorphologyCorrelationFeatures(spacing)	Spatial autocorrelation descriptors for a 3D region of interest.
LocalIntensityFeatures(spacing)	Local intensity peak features derived from the ROI and surrounding image.
IntensityStatisticsFeatures()	First-order statistics for continuous ROI intensities.
IntensityHistogramFeatures()	Histogram-based first-order statistics for discretized ROI intensities.
IntensityVolumeHistogramFeatures(...[, discr])	Intensity-volume histogram features computed from discretized intensities.
GLCM(aggr_dim, aggr_method[, slice_weight, ...])	Grey level co-occurrence matrix features.
GLRLM(aggr_dim, aggr_method[, slice_weight, ...])	Grey level run length matrix features.
GLSZM(aggr_dim[, slice_weight, slice_median])	Grey level size zone matrix features.
GLDZM(aggr_dim[, slice_weight, slice_median])	Grey level distance zone matrix features.
NGLDM(aggr_dim[, slice_weight, slice_median])	Neighbouring grey level dependence matrix features.
NGTDM(aggr_dim[, slice_weight, slice_median])	Neighbouring grey tone difference matrix features.