From: Conditional generative adversarial network driven radiomic prediction of mutation status based on magnetic resonance imaging of breast cancer
Model (Dataset)
Precision
Recall
F1
CNN (cGAN MRI)
0.7988
0.7917
0.7695
CNN (cGAN cGAN + real MRI)
0.8444
0.8435
0.8336
PyRadiomics (cGAN MRI)
PyRadiomics (cGAN + real MRI)
0.4879
0.5001
0.5507
0.5732
0.4386
0.5344