Research Article

Computer Aided Diagnosis System for Detection of Cancer Cells on Cytological Pleural Effusion Images

Table 9

Description of selected features through hybrid SA-ANN feature selection.

No.Feature CodeFeature NameFeature Set

F37Smoothness of B componentCCFOS

F163Short run high gray-level emphasisGLRLM0

F 51Smoothness of S componentCCFOS

F 82Sum of squareGLCM0

F 96Cluster ProminenceGLCM45

F 55Energy of S componentCCFOS

F 146Homogeneity IIGLCM 135

F 19Mean color of S componentColorimetric

F 25Skewness of R componentCCFOS

F 187Long run high gray-level emphasisGLRLM 90

F 88Information Measure of CorrelationGLCM0

F 132Difference EntropyGLCM 90

F 2PerimeterMorphometric

F 12MaxIntensityMorphometric

F 183High gray-level run emphasisGLRLM 90

F4SolidityMorphometric

F 70AutocorrelationGLCM 0

F 28Mean from G componentCCFOS

F 168Run percentageGLRLM0

F 128Sum EntropyGLCM0