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Overview of the RoI detection part of EczemaNet2. (a) U-Net pixel-level segmentation for skin or AD and (b) postprocessing steps to produce crops that are inputs for the subsequent severity prediction model. Merging non-AD skin pixels with AD pixels is applied when both AD and skin segmentation are available. AD, atopic dermatitis; RoI, region of interest.
