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. 2024 Apr 23;37(5):2324–2341. doi: 10.1007/s10278-024-01122-w

Table 6.

Evaluate performance based on each feature class in the test queue

Modality Feature class Feature AUC ACC
Feature subset Muscle morphometric parameters

CSA

Perimeter

Diameter

0.7174 0.6697
Feature subset Intensity feature

Pixel_Entropy

Pixel_Kurtosis

0.8050 0.7706
Feature subset Texture feature

GLSZM_SZHGE

Global_Variance

GLSZM_GLN

GLSZM_SZE

0.9460 0.8734
All combined 0.9687 0.8841

Values in bold indicate the best experimental results