A Multimodal Model for Caries Screening Using Intraoral Images and Questionnaires

Zhuoying Liu; Jie Li; Siwei Wang; Weijia Liu; Wenyu Wang; Huancai Lin; Lu Pang

doi:10.1016/j.identj.2026.109420

February 5, 2026International Dental JournalOpen Access

A Multimodal Model for Caries Screening Using Intraoral Images and Questionnaires

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Key Points

To develop and assess a multimodal caries screening model for use at the population level.
Design a multimodal screening model combining intraoral images and questionnaires.
Conduct initial testing of the model's effectiveness.
Identify the need for further validation across multiple centers.
The model shows promise as an effective screening tool for caries.
Large-scale validation is necessary to ensure general applicability.
Further research could enhance its reliability and usage in different populations.

Implication

Demonstrates a caries screening model in populations, suggesting it might be effective but needs further validation.

Abstract

This study describes a multimodal caries intelligent screening model, demonstrating its potential as a population-level screening tool. However, further large-scale, multicentre validation is necessary to confirm its generalisability and effectiveness.

Discussion

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Cite This Study

Liu et al. (2026) studied this question.

synapsesocial.com/papers/69897983f0ec2af6756e72d3 https://doi.org/10.1016/j.identj.2026.109420

View Full Paper

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A Multimodal Model for Caries Screening Using Intraoral Images and Questionnaires

Key Points

Implication

Abstract

Discussion

Cite This Study

A Multimodal Model for Caries Screening Using Intraoral Images and Questionnaires

Key Points

Implication

Abstract

Discussion

Cite This Study

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