Fig. 1. Deep learning using radiofrequency data.

The yellow outline indicates the region of interest for deep learning analysis. The radiofrequency signals corresponding to the blue line are downsampled. The downsampled signal values are used as input values to a convolutional neural network. RF, radiofrequency; CNN, convolutional neural network.