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Outline of the proposed knee cartilage segmentation approach. It comprises the atlas subset selection (a), the graph construction part (b), a specific form of graph-based convolutional model (c), the adaptive graph learning (d), and the MLP network providing the class estimates for the segmentation of the target image. Black dots correspond to central nodes and colored nodes to neighboring ones, respectively. The encircled C symbol represents an aggregation function.
