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.
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
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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.