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TopoFit architecture: a series of graph-convolutional (GCN) blocks iteratively warp a template surface m0 to fit the anatomy of an input image x. Each block gt predicts a deformation ϕt by sampling spatial image features from a volumetric U-Net h at the positions of mt−1. The template mesh is up-sampled between each deformation step.
