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Yi-Zhi Sun

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Conference Aug 2026

LNOC-MT: Local Nuclear Occupancy Consistency Mean Teacher for Semi-supervised Nuclei Segmentation

Accurate nuclei segmentation in histopathology images is essential for quantitative pathological analysis, but dense pixel-level annotations are costly and time-consuming. Semi-supervised learning offers a practical way to reduce annotation burden by using both labeled and unlabeled images. In this paper, we propose Lo...

Weidong Zhang, Nai-Fu Zhang, Ze-Bin Qiao et al. · 0 citations

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