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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

Justin D. Li

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Preprint Aug 2026

Improving Cross-Site Whole-Heart Segmentation

A modality-routed 3D cardiac segmentation pipeline that combines TotalSegmentator-initialized nnU-Netv2 models with site-characterized, label-preserving appearance augmentation is proposed, suggesting that site-motivated appearance augmentation is a practical strategy for improving cross-site robustness in limited-data...

Tanishqua H Mudaliar, Justin D. Li, Daniel Lin et al. · 0 citations

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