Fig. 4.
Comparative evaluation results: The hybrid approach,, i.e., texture analysis followed by multi-channel CNNs, (AUC = 0.90) compared to conventional parenchymal texture analysis (AUC = 0.79) or single-channel CNNs applied directly to the original images (AUC = 0.63). CNNs: convolutional neural networks.