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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

Xiao-Dong Liu

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Open access Aug 2026

Deep learning-assisted near-real-time identification of the inferior mesenteric artery and vein during laparoscopic rectal resection: a single-center proof-of-concept study

Background Reliable identification of the inferior mesenteric artery (IMA) and inferior mesenteric vein (IMV) is essential for safe vascular control during laparoscopic rectal resection (LRR). We developed and internally evaluated a near-real-time semantic segmentation model using standard white-light laparoscopic vide...

Yan Gao, Di Hao, Yu Yang et al. · 0 citations
Review Aug 2026

Large language model treatment-pathway outputs based on structured clinical text in mid- and low rectal cancer: Concordance with multidisciplinary team decisions and features associated with discordance.

Large language models should be regarded as adjunctive, reviewable decision-support tools rather than replacements for MDTs, and GPT-5.4 Thinking showed some concordance with MDT decisions, but strict two-stage overall concordance remained limited.

Yuanze Wei, Yulong Tian, Xiaodong Liu et al. · 0 citations

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