W-Net: Dense and diagnostic semantic segmentation of subcutaneous and breast tissue in ultrasound images by incorporating ultrasound RF waveform data

•Studying the utility of raw ultrasound RF waveform data on segmentation task.•W-Net a CNN based RF spectral analysis neural network for anatomic/pathologic use.•We conduct dense semantic segmentation of Subcutaneous Tissue region.•Perform diagnostic semantic segmentation (diagnostic pixel label) of...

Ausführliche Beschreibung