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eess.IV2026
Why Invariance is Not Enough for Biomedical Domain Generalization and How to Fix It
Sebo Diaz, Polina Golland, Elfar Adalsteinsson +1
We present MaskGen, a theoretically grounded and deliberately simple approach for domain generalization in 3D biomedical image segmentation. Modern segmentation models degrade shar…
eess.IV2026
Fast Multi-Stack Slice-to-Volume Reconstruction via Multi-Scale Unrolled Optimization
Margherita Firenze, Sean I. Young, Clinton J. Wang +5
Fully convolutional networks have become the backbone of modern medical imaging due to their ability to learn multi-scale representations and perform end-to-end inference. Yet thei…