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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Chaojie Xing

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Aug 2026

Uncertainty as risk: A plug-and-play evidence-guided framework with error-aligned calibration for medical image segmentation.

The results demonstrate that the proposed "plug-and-play" evidence-guided framework for reliable medical image segmentation generally achieves a more consistent, spatially coherent uncertainty representation that better aligns with the true error, providing a practical tool for quality control and risk awareness in clinical deployment.

Chaojie Xing, Haolin Zhan, Rencheng Song et al. · 0 citations

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