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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

Haris Ghafoor

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Preprint Nov 2026

SMILE: A Structured Multi-Agent Clinical Reasoning for Liver Ultrasound Understanding

Automated liver ultrasound report generation improves the diagnosis of liver diseases by producing clinically structured descriptions of anatomical and disease-related findings. However, current generative vision-language models (VLMs) often rely on a single reasoning pathway that maps ultrasound appearance directly to...

Haris Ghafoor, Minjee Seo, Seonaeng Cho et al. · 0 citations

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