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Author

R. Fontenele

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Open access May 2026

A novel fluoride tray-assisted workflow for artificial intelligence-driven automated maxillary gingival segmentation on cone beam CT

The use of a fluoride tray for soft tissue separation during CBCT scans facilitates gingival visualization while maintaining patient comfort, enabling accurate and time-efficient AI-driven segmentation of maxillary marginal and supracrestal gingiva.

Dhanaporn Papasratorn, Rellyca Sola Gracea, Rocharles Cavalcante Fontenele et al. · 1 citation
#software testing Open access Aug 2026

GENERALIZABILITY OF CLOUD-BASED AI SOFTWARE FOR ANTERIOR TOOTH SEGMENTATION IN MULTICENTER CBCT DATASETS: AN EXTERNAL VALIDATION STUDY.

The reduced segmentation time and consistent performance across CBCT systems support the potential integration of cloud-based AI segmentation into digital dental workflows, especially for anterior teeth, where accurate morphology is clinically relevant.

Gabriel Cunha Adiverci, Erielma Lomba Dias Julião, A. Leite et al. · 1 citation

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