The flowchart of the developed deep learning system determined by the U-Net for exact picture segmentation.
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We integrate these uncertainty maps and unique enter illustrations or photos and feed them in to the specified network for a more high-quality segmentation. Right after accomplishing these three techniques, the network can obtain a appreciably enhanced segmentation functionality.
Equally, its performances ended up also enhanced in massive increments for each experiment during the fine segmentation in the remaining and appropriate lungs.
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. The prediction map was comparatively coarse as compared with manual annotations of objects as the U-Web has a straightforward network structure and thereby limited probable to manage illustrations or photos with different qualities.
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