Research Article

Novel Discrete Compactness-Based Training for Vector Quantization Networks: Enhancing Automatic Brain Tissue Classification

Table 4

Classification of points in image from Figure 6(a). The five classes with more members are presented (sorted decreasingly).

Class and members countSegmentation by network topology
278241.table.004a
Class and members countSegmentation by network topology
278241.table.004b

Class 4: 131,955278241.table.004cClass 3: 132,534278241.table.004d
Class 1: 84,082278241.table.004eClass 9: 38,052278241.table.004f
Class 5: 22,471278241.table.004gClass 0: 20,639278241.table.004h
Class 2: 8,292278241.table.004iClass 1: 18,008278241.table.004j
Class 6: 3,299278241.table.004kClass 7: 14,834278241.table.004l