Author

Ning-Ning Wang

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Review Open access Aug 2026

The digital transformation of clinical teaching: a review of AI and data-driven quality assurance systems in medical education

Background The use of artificial intelligence (AI) and other data-driven technologies is changing how medical education and clinical teaching are conducted. The traditional model of learning will not allow us to keep up with the sheer amount of new knowledge being produced, the move to competency-based education, or th...

Ke-Xin Zhao, Ning-Ning Wang, Zhi-Cai Xie · Frontiers in Public Health · 1 citation

#large language models Open access Oct 2026

Text-based nutrient estimation by large language models: a comparative evaluation against the Chinese Food Composition Table

Large language models (LLMs) increasingly provide nutrient information, but their accuracy for Chinese foods and their consistency across repeated queries are not well established. To compare nutrient estimates from nine general-purpose LLMs with the Chinese Food Composition Table (CFCT) and assess within-mo...

Yong-Wen Cao, Zhen-Dong Liu, Ning-Ning Wang et al. · Frontiers in Nutrition · 0 citations

Open access Aug 2026

Association between cumulative intraoperative hypotension and postoperative ICU admission after gastrointestinal lumen cancer surgery: a retrospective cohort study using the INSPIRE database

Background Intraoperative hypotension is associated with postoperative organ injury, but its relationship with postoperative intensive care unit (ICU) admission after gastrointestinal lumen cancer surgery remains uncertain. Methods We conducted a retrospective cohort study using the INSPIRE perioperative database. Adul...

Zhen-Dong Liu, Ning-Ning Wang, Min Chen et al. · Frontiers in Medicine · 0 citations