First order (intensity) features - cerr/CERR GitHub Wiki
First order (intensity) features
These features are computed according to the definitions in IBSI section 4.3. The intensity-based statistical features describe how the intensity within the region of interest (ROI) is distributed. The features in this set do not require discretisation. Intensity-based statistical featuresare not meaningful if the intensity scale is arbitrary. Hence, normalization of intensities to a standard unit is required for modalities such as MR.
Following first order features are supported:
- min:
- max:
- mean:
- range:
- std:
- var:
- median:
- skewness:
- kurtosis:
- rms:
- totalEnergy:
- meanAbsDev:
- medianAbsDev:
- P10:
- P90:
- robustMeanAbsDev:
- robustMedianAbsDev:
- interQuartileRange:
- coeffDispersion:
- coeffVariation:
Example function call:
featureS.firstOrderS = radiomics_first_order_stats(scan3M(mask3M));