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Description of the densely connected 3D CNN architecture with 3 dense blocks used for 3D image segmentation. A clustering layer shown in Figure 1 was added to the top of the network. In this application the clustering layer was applied to every voxel instead of the whole image for the segmentation task. PReLu: parametric rectified linear unit.
