Workflow from Scientific Research

Open access visualization of Workflow, Illustration, CNN U-Net Architecture, 2D Network, 3D Network
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DOI: 10.1038/s41592-022-01746-2

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CNN U-Net architecture: the 2D network performs all tensor operations on the 2D spatial coordinates, with depth (D) = 5 and number of initial features (IF) = 16; the 3D network performs tensor operations on the 3D spatial dimensions; architectural hyperparameters in red (D, IF, batch normalization layers (BN)) can be set by the user.

#Workflow#Illustration#CNN U-Net Architecture#2D Network#3D Network#Tensor Operations#Hyperparameters

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