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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

Rong-Ling Wu

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Open access Oct 2026

A Structure-Aware Semantic Prototype Constraint Network for Remote Sensing Image Segmentation

Remote sensing images are critical for extracting land surface information, supporting land-use planning and ecological protection. While remote sensing image segmentation automatically identifies target regions within complex scenes, existing methods often fail to balance semantic discrimination with boundary recovery...

Hao Bai, Hui-Ying Gong, Shing-Tung Yau et al. · 0 citations
Open access Oct 2026

Omnidirectional Interaction Networks Modulating Phenotypic Plasticity in the Gut Microbiota Towards Ulcerative Colitis

ABSTRACT Changes to gut microbiomes are linked to inflammatory bowel disease, but little is known about how microbial change is modulated in complex gut microbiota systems. Here, we address this issue by revealing the influence of microbial interactions on gut microbiota response to ulcerative colitis (UC) using a spou...

Hui-Zhen Li, Jia-Yi Li, Ang Dong et al. · 0 citations
Sep 2026

Quasi-dynamic reconstruction of directed physiological networks from cross-sectional data using idopNetwork and path homology.

By decoupling directed regulatory flows from systemic confounding, this macroscopic algebraic approach challenges universal treatment protocols, highlighting the necessity for sex-specific precision interventions in managing obesity-driven cardiometabolic risk.

Jia-Peng Wang, Yu Wang, Xin Tang et al. · 0 citations

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