Deep Learning Architecture to Improve Edge Accuracy of Auto-Contouring for Head and Neck Radiotherapy.

Figure 8 shows that the SARC U-net has an extremely significant 19.3% increase (0.49 vs. 0.30) in DSC over the 2D U-net at the farthest superior edges, an 11% increase (0.50 vs. 0.39) at the farthest inferior edges, and similar performance at the center of the GTVs.

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