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#artificial intelligence Preprint Sep 2026

StainPresetNet: Stain Preset Network for Fast Multi-to-Multi Stain Normalization

This work proposes StainPresetNet - a novel framework that combines structural preservation with dataset-level color mapping while maintaining computational efficiency, and implements pixel-wise normalization guided by preset reference images, enabling multi-directional adaptability without retraining.

Hongtao Kang, Die Luo, Li Chen et al. · 0 citations

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