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. Author manuscript; available in PMC: 2021 Jun 1.
Published in final edited form as: IEEE Trans Med Imaging. 2019 Dec 13;39(6):1856–1867. doi: 10.1109/TMI.2019.2959609

Fig. 6:

Fig. 6:

We demonstrate that our architectural design improves the performance of each shallower network embedded in UNet++. The embedded shallower networks show improved segmentation when pruned from UNet++ in comparison to the same network trained isolated. Due to no pruning, UNet++ L4 naturally achieves the same level of performance in isolated and embedded training modes.