Research Article

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

Table 6

The two BrainWeb MRI configurations used for generation of evaluation sets (see text for details).

First setSecond set

Modality (signal weighting)PD (proton density)T1
Slice thickness1 mm1 mm
Noise9%0%
Intensity nonuniformity40%0%
Color schemeGrayscaleGrayscale