Subkey

Default

Options

shape

True

True, False

histogram

True

True, False

orientation

True

True, False

texture_Gabor

True

True, False

texture_LBP

True

True, False

texture_GLCM

True

True, False

texture_GLCMMS

True

True, False

texture_GLRLM

False

True, False

texture_GLSZM

False

True, False

texture_NGTDM

False

True, False

coliage

False

True, False

vessel

True

True, False

log

True

True, False

phase

True

True, False

image_type

String

extraction_mode

2.5D

String: 2D, 2.5D or 3D

gabor_frequencies

0.05, 0.2, 0.5

Float(s)

gabor_angles

0, 45, 90, 135

Integer(s)

GLCM_angles

0, 0.79, 1.57, 2.36

Float(s)

GLCM_levels

16

Integer > 0

GLCM_distances

1, 3

Integer(s) > 0

LBP_radius

3, 8, 15

Integer(s) > 0

LBP_npoints

12, 24, 36

Integer(s) > 0

phase_minwavelength

3

Integer > 0

phase_nscale

5

Integer > 0

log_sigma

1, 5, 10

Integer(s)

vessel_scale_range

1, 10

Two integers: min and max.

vessel_scale_step

2

Integer > 0

vessel_radius

5

Integer > 0

dicom_feature_tags

0010 1010, 0010 0040

DICOM tag keys, e.g. 0010 0010, separated by comma’s

dicom_feature_labels

age, sex

List of strings