AIMC Topic: Radiography, Bitewing

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Chapter 7: Technological Aids and Coronal Caries.

Monographs in oral science Jun 26, 2023
In recent decades, dentistry has developed significantly in all areas. While in the past, caries was mainly treated operatively, the today's management has shifted toward noninvasive, minimal invasive, and, only if needed, invasive treatment options....
Radiography, Bitewing Dental Caries Infrared Rays Dental Caries Susceptibility Artificial Intelligence Reproducibility of Results Humans
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Comment on "Deep-learning approach for caries detection and segmentation on dental bitewing radiographs.".

Oral radiology Feb 11, 2023
Deep Learning Dental Caries Susceptibility Radiography, Bitewing
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Detection of Proximal Caries Lesions on Bitewing Radiographs Using Deep Learning Method.

Caries research Oct 10, 2022
This study aimed to evaluate the validity of a deep learning-based convolutional neural network (CNN) for detecting proximal caries lesions on bitewing radiographs. A total of 978 bitewing radiographs, 10,899 proximal surfaces, were evaluated by two ...
Dental Caries Humans Radiography, Bitewing Dental Caries Susceptibility Sensitivity and Specificity Deep Learning ROC Curve
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Feasibility of deep learning for dental caries classification in bitewing radiographs based on the ICCMS™ radiographic scoring system.

Oral surgery, oral medicine, oral pathology and oral radiology Jul 2, 2022
OBJECTIVE: To evaluate the potential of deep learning models for categorization of dental caries in bitewing radiographs based on the International Caries Classification and Management System (ICCMS™) radiographic scoring system (RSS).
Dental Caries Radiography Radiography, Bitewing Feasibility Studies Humans ROC Curve Deep Learning
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Deep-learning approach for caries detection and segmentation on dental bitewing radiographs.

Oral radiology Nov 22, 2021
OBJECTIVES: The aim of this study is to recommend an automatic caries detection and segmentation model based on the Convolutional Neural Network (CNN) algorithms in dental bitewing radiographs using VGG-16 and U-Net architecture and evaluate the clin...
Deep Learning Dental Caries Artificial Intelligence Radiography, Bitewing Dental Caries Susceptibility Humans
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Deep learning for early dental caries detection in bitewing radiographs.

Scientific reports Aug 19, 2021
The early detection of initial dental caries enables preventive treatment, and bitewing radiography is a good diagnostic tool for posterior initial caries. In medical imaging, the utilization of deep learning with convolutional neural networks (CNNs)...
Dental Caries Radiography, Bitewing Neural Networks, Computer Deep Learning Humans
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Artificial intelligence in the detection and classification of dental caries.

The Journal of prosthetic dentistry May 1, 2025
STATEMENT OF PROBLEM: Automated detection of dental caries could enhance early detection, save clinician time, and enrich treatment decisions. However, a reliable system is lacking.
Humans Artificial Intelligence Dental Caries Radiography, Bitewing Deep Learning Image Processing, Computer-Assisted Algorithms
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Identifying Primary Proximal Caries Lesions in Pediatric Patients From Bitewing Radiographs Using Artificial Intelligence.

Pediatric dentistry Sep 15, 2024
To develop a no-code artificial intelligence (AI) model capable of identifying primary proximal surface caries using bitewings among pediatric patients. One hundred bitewing radiographs acquired at pediatric dental clinics were anonymized and revie...
Sensitivity and Specificity Child, Preschool Artificial Intelligence Tooth, Deciduous Humans Radiography, Bitewing Dental Caries Child
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