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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

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Zhijian Zhu

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Open access Aug 2026

Bridge-Net: Boundary-Ambiguity Guided Residual Injection for MRI-Based Brain Tumor Segmentation

Results indicate that ambiguity-filtered boundary residual fusion introduces only a small increase in parameter count and FLOPs for boundary-ambiguous MRI segmentation, although broader patient-level and volumetric validation remains necessary.

Haoran Gu, Shuo Guo, Yuhan Ying et al. · 0 citations

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