Pixel-level Counterfactual Contrastive Learning for Medical Image Segmentation

Marceau Lafargue-Hauret, Raghav Mehta, Fabio De Sousa Ribeiro +2

Image segmentation relies on large annotated datasets, which are expensive and slow to produce. Silver-standard (AI-generated) labels are easier to obtain, but they risk introducin…