By synthesizing pixel-labeled images from weakly labeled single-tissue histopathology patches and regularizing with real images, HisynSeg achieves state-of-the-art weakly supervised tissue segmentation on three datasets.
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HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization
By synthesizing pixel-labeled images from weakly labeled single-tissue histopathology patches and regularizing with real images, HisynSeg achieves state-of-the-art weakly supervised tissue segmentation on three datasets.