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Review Open access Sep 2026

Functional heterogeneity and health impacts of oral bacterial ectopic colonization

The oral cavity is the second most colonized anatomical site after the intestinal tract, and due to its unique and diverse microbial community, it constitutes a distinct biome. The oral microbiota is an integral part of the human microbiome ecosystem, maintaining the balance of the oral microecology. However, when this...

Kai-Yang Xue, Meng-Zhen Ji, Ling Zou · 0 citations
Review Jul 2026

AI-Based Detection of Proximal Caries Across Radiographic Modalities: A Systematic Review and Meta-Analysis.

AI models show promising diagnostic accuracy for proximal caries, with bitewing radiographs yielding slightly better performance than panoramic views, and specific sources of performance heterogeneity that have previously confounded pooled estimates in the field are identified.

Yiyang Wang, Di Fu, Ge Zhou et al. · 1 citation

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