AIMC Topic: Dental Caries

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Prediction of pulp exposure before caries excavation using artificial intelligence: Deep learning-based image data versus standard dental radiographs.

Journal of dentistry Sep 29, 2023
OBJECTIVES: The objective was to examine the effect of giving Artificial Intelligence (AI)-based radiographic information versus standard radiographic and clinical information to dental students on their pulp exposure prediction ability.
Humans Deep Learning Dental Caries Dental Caries Susceptibility Neural Networks, Computer Artificial Intelligence
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Applications, functions, and accuracy of artificial intelligence in restorative dentistry: A literature review.

Journal of esthetic and restorative dentistry : official publication of the American Academy of Esthetic Dentistry ... [et al.] Jul 31, 2023
OBJECTIVE: The applications of artificial intelligence (AI) are increasing in restorative dentistry; however, the AI performance is unclear for dental professionals. The purpose of this narrative review was to evaluate the applications, functions, an...
Humans Dentistry Artificial Intelligence Dental Caries
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Detecting dental caries on oral photographs using artificial intelligence: A systematic review.

Oral diseases Jul 1, 2023
OBJECTIVES: This systematic review aimed at evaluating the performance of artificial intelligence (AI) models in detecting dental caries on oral photographs.
Photography, Dental Dental Caries Photography Humans Artificial Intelligence Deep Learning Machine Learning Image Processing, Computer-Assisted
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Chapter 8: Risk Assessment: Considerations for Coronal Caries.

Monographs in oral science Jun 26, 2023
Caries risk assessment (CRA) is essential to delivering personalized/precision care in caries management. Limited formal evaluation and validation of existing CRA tools affects the ability to accurately predict new lesions. However, this should not p...
Dental Caries Dental Caries Susceptibility Aged Aged, 80 and over Risk Assessment Artificial Intelligence Child Humans Adult Risk Factors
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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 Reproducibility of Results Dental Caries Dental Caries Susceptibility Infrared Rays Humans Artificial Intelligence
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Visual Diagnostics of Dental Caries through Deep Learning of Non-Standardised Photographs Using a Hybrid YOLO Ensemble and Transfer Learning Model.

International journal of environmental research and public health Mar 31, 2023
BACKGROUND: Access to oral healthcare is not uniform globally, particularly in rural areas with limited resources, which limits the potential of automated diagnostics and advanced tele-dentistry applications. The use of digital caries detection and p...
Algorithms Communication Humans Health Facilities Deep Learning Dental Caries
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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 Radiography, Bitewing Humans Dental Caries Susceptibility Deep Learning Sensitivity and Specificity ROC Curve
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MMDCP: Multi-Modal Dental Caries Prediction for Decision Support System Using Deep Learning.

International journal of environmental research and public health Sep 1, 2022
In recent years, healthcare has gained unprecedented attention from researchers in the field of Human health science and technology. Oral health, a subdomain of healthcare described as being very complex, is threatened by diseases like dental caries,...
Machine Learning Technology Deep Learning Dental Caries Information Storage and Retrieval Humans
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DEEP LEARNING ALGORITHMS SHOW SOME POTENTIAL AS AN ADJUNCTIVE TOOL IN CARIES DIAGNOSIS.

The journal of evidence-based dental practice Aug 11, 2022
ARTICLE TITLE AND BIBLIOGRAPHIC INFORMATION: Mohammad-Rahimi H, Reza Motamedian S, Hossein Rohban M, Krois J, Uribe SE, Mahmoudinia E, Rokhshad R, Nadimi M, Schwendicke F, Deep learning for caries detection: A systematic review, J Dent, 2022,122, 104...
Dental Care Humans Deep Learning Algorithms Dental Caries
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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).
Radiography Dental Caries Deep Learning Feasibility Studies ROC Curve Humans Radiography, Bitewing
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