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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

Jianjun Zhou

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4 papers indexed here

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Open access Oct 2026

Super‐Resolution MRI–Derived Tumor‐Stroma Ratio Phenotyping for Prognostic and Therapeutic Stratification in Pancreatic Ductal Adenocarcinoma

ABSTRACT Pancreatic ductal adenocarcinoma (PDAC) exhibits profound stromal heterogeneity that influences tumor progression, recurrence risk, and therapeutic response; however, stromal phenotypes are currently assessed by postoperative histopathology. Here, we developed a super‐resolution MRI (srMRI)–based radiomics mod...

Xing-Xing Wang, Zong-Yu Xie, Han Li et al. · 0 citations
Open access Sep 2026

5.0 T versus 1.5 T and 3.0 T upper abdominal MRI: a prospective two‑cohort study of image quality and diagnostic confidence.

OBJECTIVES To compare 5.0 T magnetic resonance imaging (MRI) image quality versus 1.5 T and 3.0 T in patients and healthy volunteers, so as to validate its clinical feasibility. MATERIALS AND METHODS This prospective study included a patient cohort (348 consecutive patients undergoing upper abdominal MRI) and a healt...

Liu-Hong Zhu, D. Lian, Fu-Nan Wang et al. · 0 citations
Open access Aug 2026

Rapid whole-brain susceptibility source separation using sub-minute three-dimensional multiple overlapping-echo detachment acquisition

Objective. Magnetic susceptibility source separation provides profound insights into tissue pathophysiology by disentangling the underlying paramagnetic and diamagnetic sources within the human brain. However, the highly time-consuming nature of existing acquisition techniques creates a critical need for rapid and reli...

Long-Kun Chen, Qin-Qin Yang, Shi-Wei Huang et al. · 0 citations
Jul 2026

Topological imaging of single-cell CAF heterogeneity for predicting prognosis and adjuvant chemotherapy benefit in pancreatic cancer.

By translating adverse CAF subpopulation signatures into a CT-based topological biomarker, ra-CAPR enables individualized preoperative risk stratification and may facilitate risk-adapted postoperative management.

Ling-Ling Wang, Zong-Yu Xie, Qi-Ying Tang et al. · 0 citations

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