Article

Detection of Dental Anomalies in Digital Panoramic Images Using YOLO: A Next Generation Approach Based on Single Stage Detection Models

2025-07-03

Abstract excerpt

<h4>Background: </h4> /Objectives: The diagnosis of pediatric dental conditions from panoramic radiographs is uniquely challenging due to the dynamic nature of the mixed dentition phase, which can lead to subjective and inconsistent interpretations. This study aims to develop and rigorously validate an advanced deep learning model to enhance diagnostic accuracy and efficiency in pediatric dentistry, providing an o...

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Literature Corpus work: dcbfdc61-b2f0-56b8-a4f1-3a26b17bc51a
DOI: 10.20944/preprints202507.0244.v1

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