Application of Artificial Neural Network Models in Segmentation and Classification of Nodules in Breast Ultrasound Digital Images

Table 4

Topological configuration of MLP.

MLP	Active contour	SOM
Inputs	3 (form factor, area ratio, and solidity)	3 (form factor, area ratio, and solidity)
Number of intermediate layers	1	1
Number of neurons in the hidden layer	3	2
Learning rate	0.5	0.5
Number of outputs	2	2