DiffAug augments medical training data with text-and-mask guided diffusion inpainting, filtered by a latent-space segmentation network, improving polyp and optic-disc segmentation.
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
other 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
other 1polarities
unclear 1representative citing papers
citing papers explorer
-
Diffusion-Based Data Augmentation for Medical Image Segmentation
DiffAug augments medical training data with text-and-mask guided diffusion inpainting, filtered by a latent-space segmentation network, improving polyp and optic-disc segmentation.