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. 2021 Jun 23;11:693339. doi: 10.3389/fonc.2021.693339

Table 3.

The results of ablation studies.

Feature\Result F1-Score ACC score
Texture+clinical features 0.82 0.87 0.81
Clinical features 0.69 0.75 0.68
Shape+ clinical features 0.67 0.78 0.67
Texture+shape 0.43 0.63 0.44
Shape+texture+ clinical features 0.72 0.81 0.71
Texture+shape+BPE 0.69 0.79 0.68
Texture+shape+BPE+long axis 0.59 0.73 0.59
Texture+shape+BPE+long axis+age 0.70 0.80 0.69
Texture+shape+BPE+long axis+age+TIC 0.69 0.78 0.68