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Author

Mateus Bôtto-Marques

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Open access Sep 2026

Can Annotation‐Free Deep Learning Detect Periapical Bone Rarefactions on Panoramic Radiographs? A Paired Diagnostic Validation Study

This study aimed to compare an annotation‐free deep learning (DL) model with human evaluators for detecting periapical bone rarefactions (PBRs) on panoramic radiographs (PRs) and to assess the clinical acceptability of AI‐supported dental imaging. A mixed‐methods diagnostic validation was conducted using 238 PRs, e...

José Evando da Silva-Filho, Caio Marques Silva, Giovanna Tacchi et al. · 0 citations

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