Figure 1

A series of representative sagittal planes extracted from different 3D US of different patients. The contours were measured manually (in green) and using the automatic deep-learning approach (red) one slice at a time. The contours measured automatically were obtained by training the CNN with the manual labels. The large differences seen in several images explain the low value of the IoU metrics. The automatic contours are more accurate.