Author

Xi-Wei Dai

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Open access Jul 2026

A multimodal vision-language model for comprehensive dental diagnosis and enhanced clinical practice

DentVLM is a dental vision-language model developed to support dental diagnosis across seven oral imaging modalities and 36 tasks that surpasses junior readers, matches intermediate general practitioners and approaches senior specialists, and reduces diagnostic time by 15.0-37.0% in collaborative clinical workflows.

Zijie Meng, Jinxiang Hao, Xi-Wei Dai et al. · Nature Communications · 1 citation

#artificial intelligence Preprint Aug 2026

DentAgent: Evidence-Centric Multi-Agent Coordination for Multimodal Dental Reasoning

DentAgent is introduced, an evidence-centric multi-agent framework, in which the Orchestrator coordinate five specialized agents spanning various modalities, which supports its value for broadly applicable and traceable multimodal dental reasoning, and highlights its potential as a technical foundation for population oral health assessment and management.

Zijie Meng, Xi-Wei Dai, Yixuan Tang et al. · 0 citations