Table 1.

The features list.

Features type	Features name
Atypia features	Auxiliary circularity, amendment circularity, cell symmetry
Other features
Shape features [9]	Area, perimeter, roundness, elongation, rectangularity
Fractal dimensions features	Single fractal dimension, multifractal dimensions
Gray features	The mean and standard deviation of image gray value, gray entropy, Local Binary Pattern (LBP), Gray Level Cooccurrence Matrix (GLCM), Tamura