LESS-Net: a lightweight network for epistaxis image segmentation using similarity-based contrastive learning.

Front Physiol · 2025 · PMC12605335 · PMID 41234699

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a clear trendno p-value reported

This trajectory highlights a clear trend toward enhancing the core consistency principle with additional constraints.

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