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 |