DSA-CycleGAN reduces noise from CycleGAN stain transfers and improves glomeruli segmentation performance across multiple stains, especially biologically distinct ones.
Alleviating tiling effect by ran- dom walk sliding window in high-resolution histologi- cal whole slide image synthesis,
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DSA-CycleGAN: A Domain Shift Aware CycleGAN for Robust Multi-Stain Glomeruli Segmentation
DSA-CycleGAN reduces noise from CycleGAN stain transfers and improves glomeruli segmentation performance across multiple stains, especially biologically distinct ones.