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A Unified Deep Learning Framework for Instance Segmentation Across Diverse Cytological Stains

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Objective: Assess whether a single instance-segmentation model can operate robustly across multiple cytological stains, avoiding stain-specific pipelines without sacrificing accuracy. ... ...