Medical Image Sgmentation

Adapting without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation
Cross-center deployment of medical image segmentation models faces dual challenges: domain shifts from varying imaging protocols and …
Jun 13, 2026 Domain Adaptation
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Adapting without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation
Scribble-Supervised Multi-Organ Segmentation via Epistemic-Driven Hardness-Adaptive Focusing
Scribble supervision reduces annotation costs in multi-organ segmentation. However, its sparsity results in insufficient supervision …
Feb 17, 2026 Scribble-Supervised Learning
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Scribble-Supervised Multi-Organ Segmentation via Epistemic-Driven Hardness-Adaptive Focusing