LUMOS achieves superior universal semi-supervised OCT retinal layer segmentation via a dual-decoder network with hierarchical prompting and reliable progressive multi-granularity learning for cross-granularity alignment.
Unioctseg: Towards universal oct retinal layer segmentation via hierarchical prompt- ing and progressive consistency learning,
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LUMOS: Universal Semi-Supervised OCT Retinal Layer Segmentation with Hierarchical Reliable Mutual Learning
LUMOS achieves superior universal semi-supervised OCT retinal layer segmentation via a dual-decoder network with hierarchical prompting and reliable progressive multi-granularity learning for cross-granularity alignment.