Development and Comparative Analysis of an AI Based Convolutional Neural Network Algorithm versus Dentists of Varying Experience in Detecting Dental Caries using Bitewing X-ray Images: An In vitro Study

The study achieved high diagnostic accuracy in identifying early carious lesions and offered advantages in efficiency and avoiding misinterpretations. Integrating AI with dental expertise could enhance diagnostic accuracy, optimize workflow, and support preventive interventions, ultimately improving patient care. Future research should focus on expanding the model's capabilities and exploring its seamless integration into clinical practice.

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Publication Details

Journal
Journal of Pharmacy And Bioallied Sciences
Published
2025-12-01
DOI
https://doi.org/10.4103/jpbs.jpbs_1423_25
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Development and Comparative Analysis of an AI Based Convolutional Neural Network Algorithm versus Dentists of Varying Experience in Detecting Dental Caries using Bitewing X-ray Images: An In vitro Study

A. A. Al-badr
Journal of Pharmacy And Bioallied Sciences
Dental Radiography and Imaging
article

Development and Comparative Analysis of an AI Based Convolutional Neural Network Algorithm versus Dentists of Varying Experience in Detecting Dental Caries using Bitewing X-ray Images: An In vitro Study

A. A. Al-badr
article en

Abstract

The study achieved high diagnostic accuracy in identifying early carious lesions and offered advantages in efficiency and avoiding misinterpretations. Integrating AI with dental expertise could enhance diagnostic accuracy, optimize workflow, and support preventive interventions, ultimately improving patient care. Future research should focus on expanding the model's capabilities and exploring its seamless integration into clinical practice.

Journal of Pharmacy And Bioallied SciencesVol. 17(Suppl 4)
Riyadh Elm University (SA), Saudi Heart Association (SA)
Openalex Percentile: Top 44%
Dental Radiography and Imaging
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