Alison D. Gernand

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging

Robustness and generalizability in medical image segmentation are often hindered by scarcity and limited diversity of training data, which stands in contrast to the variability encountered during inference. While conventional strategies---such as domain-specific augmentation, specialized architectur…