Detection of dental caries under fixed dental prostheses by analyzing digital panoramic radiographs with artificial intelligence algorithms based on deep learning methods

The use of deep learning models to detect dental caries under FDPs by analyzing panoramic radiographs has shown promising results. The study highlights that panoramic radiographs with appropriate image features can be used in combination with a detection system supported by deep learning methods. In the long term, our study may allow for accurate and rapid diagnoses that significantly improve the preservation of teeth under FDPs.

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Publication Details

Journal
BMC Oral Health
Published
2025-02-10
DOI
https://doi.org/10.1186/s12903-025-05577-3
Citations
15
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
26.86
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article

Detection of dental caries under fixed dental prostheses by analyzing digital panoramic radiographs with artificial intelligence algorithms based on deep learning methods

Enes Ayan, Saadet Atsü, Betül Ayhan
15 citations
BMC Oral Health
Dental Radiography and Imaging
26.86
article

Detection of dental caries under fixed dental prostheses by analyzing digital panoramic radiographs with artificial intelligence algorithms based on deep learning methods

Enes Ayan, Saadet Atsü, Betül Ayhan
article en
15 citations

Abstract

The use of deep learning models to detect dental caries under FDPs by analyzing panoramic radiographs has shown promising results. The study highlights that panoramic radiographs with appropriate image features can be used in combination with a detection system supported by deep learning methods. In the long term, our study may allow for accurate and rapid diagnoses that significantly improve the preservation of teeth under FDPs.

BMC Oral HealthVol. 25(1)
University of Turku (FI), Kırıkkale University (TR)
Openalex Percentile: Top 0%
Dental Radiography and Imaging
26.86
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