A comprehensive review of recent advances in artificial intelligence for dentistry e-health

I Shafi, A Fatima, H Afzal, IT Díez, V Lipari, J Breñosa… - Diagnostics, 2023 - mdpi.com
Artificial intelligence has made substantial progress in medicine. Automated dental imaging
interpretation is one of the most prolific areas of research using AI. X-ray and infrared …

[HTML][HTML] Artificial intelligence in forensic medicine and forensic dentistry

M Vodanović, M Subašić, D Milošević… - The journal of forensic …, 2023 - ncbi.nlm.nih.gov
This review article aims to highlight the current possibilities for applying Artificial Intelligence
in modern forensic medicine and forensic dentistry and present the advantages and …

[HTML][HTML] Automated chart filing on panoramic radiographs using deep learning

S Vinayahalingam, R Goey, S Kempers, J Schoep… - Journal of Dentistry, 2021 - Elsevier
Objective The aim of this study is to automatically detect, segment and label teeth, crowns,
fillings, root canal fillings, implants and root remnants on panoramic radiographs (PR (s)) …

[HTML][HTML] A comprehensive survey of deep learning algorithms and applications in dental radiograph analysis

S Bhat, GK Birajdar, MD Patil - Healthcare Analytics, 2023 - Elsevier
The Integration of machine learning and traditional image processing in dentistry has
resulted in many applications like automatic teeth identification and numbering, caries …

A comprehensive artificial intelligence framework for dental diagnosis and charting

T Kabir, CT Lee, L Chen, X Jiang, S Shams - BMC Oral Health, 2022 - Springer
Background The aim of this study was to develop artificial intelligence (AI) guided framework
to recognize tooth numbers in panoramic and intraoral radiographs (periapical and …

[HTML][HTML] Numbering teeth in panoramic images: A novel method based on deep learning and heuristic algorithm

A Karaoglu, C Ozcan, A Pekince, Y Yasa - Engineering Science and …, 2023 - Elsevier
Dental problems are one of the most common health problems for people. To detect and
analyze these problems, dentists often use panoramic radiographs that show the entire …

Teeth segmentation in panoramic dental X-ray using mask regional convolutional neural network

G Rubiu, M Bologna, M Cellina, M Cè, D Sala… - Applied Sciences, 2023 - mdpi.com
Featured Application Convolutional Neural Network (CNN) models are capable of learning
complex patterns and features from images. An automatic teeth segmentation CNN model …

[HTML][HTML] Evaluation of an Artificial Intelligence web-based software to detect and classify dental structures and treatments in panoramic radiographs

M Bonfanti-Gris, A Garcia-Canas, R Alonso-Calvo… - Journal of dentistry, 2022 - Elsevier
Objectives To evaluate the diagnostic reliability of a web-based Artificial Intelligence
program on the detection and classification of dental structures and treatments present on …

A convolutional neural network for automatic tooth numbering in panoramic images

M Prados-Privado, J García Villalón… - BioMed Research …, 2021 - Wiley Online Library
Analysis of dental radiographs and images is an important and common part of the
diagnostic process in daily clinical practice. During the diagnostic process, the dentist must …

Automated detection of posterior restorations in permanent teeth using artificial intelligence on intraoral photographs

P Engels, O Meyer, J Schönewolf, A Schlickenrieder… - Journal of Dentistry, 2022 - Elsevier
Objectives Intraoral photographs might be considered the machine-readable equivalent of a
clinical-based visual examination and can potentially be used to detect and categorize …