High-frequency energy fusion (HFEF) for nuclei segmentation with boundary-aware loss.

Quant Imaging Med Surg · 2026 · PMC13066857 · PMID 41972025

Europe PMC DOI

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closest p · 1.6× alpha

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did not reach statistical significanceP=0.080so close (0.05 < p ≤ 0.1)

While recall improved by 0.88%, it did not reach statistical significance (P=0.080), suggesting the need for additional FN suppression, which is addressed by ST-Loss.

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