Article

Development and external validation of an AI pipeline for fully automated DMFT determination from panoramic radiographs

2026-06-26

Abstract excerpt

<title>Abstract</title> <p> <bold>Objectives:</bold> To develop and externally validate a deep-learning pipeline for fully automated Decayed-Missing-Filled-Teeth (DMFT) determination from a single panoramic radiograph, benchmarked against trained dentists. <bold>Materials and Methods:</bold> A single-stage detector trained on 705 annotated DENTEX 2023 radiographs was deployed with four-fold test-time augmenta...

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Literature Corpus work: d6fed3fb-9a68-5c28-b3fb-a2e085e5155d
DOI: 10.21203/rs.3.rs-10083595/v1

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