AIMC Topic: Dental Caries

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Caries lesions diagnosis with deep convolutional neural network in intraoral QLF images by handheld device.

BMC oral health Jun 29, 2024
OBJECTIVES: This study investigated the effectiveness of a deep convolutional neural network (CNN) in diagnosing and staging caries lesions in quantitative light-induced fluorescence (QLF) images taken by a self-manufactured handheld device.
Humans Young Adult Adult Sensitivity and Specificity ROC Curve Neural Networks, Computer Dental Caries Female Quantitative Light-Induced Fluorescence Male Middle Aged Adolescent
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Validation of artificial intelligence application for dental caries diagnosis on intraoral bitewing and periapical radiographs.

Journal of dentistry May 29, 2024
OBJECTIVES: This study aimed to assess the reliability of AI-based system that assists the healthcare processes in the diagnosis of caries on intraoral radiographs.
Humans Sensitivity and Specificity Male Female Neural Networks, Computer Dental Caries Radiography, Dental Reproducibility of Results Artificial Intelligence Radiography, Bitewing Adult
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Classification of Caries Based on CBCT: A Deep Learning Network Interpretability Study.

Journal of imaging informatics in medicine May 28, 2024
This study aimed to create a caries classification scheme based on cone-beam computed tomography (CBCT) and develop two deep learning models to improve caries classification accuracy. A total of 2713 axial slices were obtained from CBCT images of 204...
Humans Cone-Beam Computed Tomography Dental Caries Adult Deep Learning
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AI-Assisted Detection of Interproximal, Occlusal, and Secondary Caries on Bite-Wing Radiographs: A Single-Shot Deep Learning Approach.

Journal of imaging informatics in medicine May 14, 2024
Tooth decay is a common oral disease worldwide, but errors in diagnosis can often be made in dental clinics, which can lead to a delay in treatment. This study aims to use artificial intelligence (AI) for the automated detection and localization of s...
Radiography, Bitewing Artificial Intelligence Algorithms Adult Deep Learning Dental Caries Humans
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Simultaneous detection of dental caries and fissure sealant in intraoral photos by deep learning: a pilot study.

BMC oral health May 12, 2024
BACKGROUND: Deep learning, as an artificial intelligence method has been proved to be powerful in analyzing images. The purpose of this study is to construct a deep learning-based model (ToothNet) for the simultaneous detection of dental caries and f...
Female Adult Male Humans Photography, Dental Pit and Fissure Sealants Deep Learning Pilot Projects Dental Caries
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Predicting dental caries outcomes in young adults using machine learning approach.

BMC oral health May 3, 2024
OBJECTIVES: To predict the dental caries outcomes in young adults from a set of longitudinally-obtained predictor variables and identify the most important predictors using machine learning techniques.
Humans Adolescent Risk Factors Child Dental Caries Young Adult Longitudinal Studies Iowa Machine Learning Male Female
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Performance comparison of multifarious deep networks on caries detection with tooth X-ray images.

Journal of dentistry Mar 30, 2024
OBJECTIVES: Deep networks have been preliminarily studied in caries diagnosis based on clinical X-ray images. However, the performance of different deep networks on caries detection is still unclear. This study aims to comprehensively compare the car...
Radiography, Dental Tooth Dentists Image Processing, Computer-Assisted Dental Caries Humans Radiography, Bitewing Neural Networks, Computer Sensitivity and Specificity Deep Learning
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Artificial intelligence for caries detection: a novel diagnostic tool using deep learning algorithms.

Oral radiology Mar 18, 2024
OBJECTIVES: The aim of this study was to develop an assessment tool for automatic detection of dental caries in periapical radiographs using convolutional neural network (CNN) architecture.
Algorithms Deep Learning Dental Caries Radiographic Image Interpretation, Computer-Assisted Humans Artificial Intelligence
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AI-Dentify: deep learning for proximal caries detection on bitewing x-ray - HUNT4 Oral Health Study.

BMC oral health Mar 18, 2024
BACKGROUND: Dental caries diagnosis requires the manual inspection of diagnostic bitewing images of the patient, followed by a visual inspection and probing of the identified dental pieces with potential lesions. Yet the use of artificial intelligenc...
Dental Caries Dental Caries Susceptibility X-Rays Radiography, Bitewing Artificial Intelligence Deep Learning Oral Health Humans
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Early childhood caries detection using smartphone artificial intelligence.

European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry Feb 25, 2024
Child, Preschool Humans Dental Caries Child Artificial Intelligence Smartphone
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