[HTML][HTML] Deep learning in diagnosis of dental anomalies and diseases: A systematic review

E Sivari, GB Senirkentli, E Bostanci, MS Guzel, K Acici… - Diagnostics, 2023 - mdpi.com
Deep learning and diagnostic applications in oral and dental health have received
significant attention recently. In this review, studies applying deep learning to diagnose …

Artificial intelligence in endodontics: Data preparation, clinical applications, ethical considerations, limitations, and future directions

H Mohammad‐Rahimi, F Sohrabniya… - International …, 2024 - Wiley Online Library
Artificial intelligence (AI) is emerging as a transformative technology in healthcare, including
endodontics. A gap in knowledge exists in understanding AI's applications and limitations …

[HTML][HTML] Artificial intelligence-based diagnosis of oral lichen planus using deep convolutional neural networks

P Achararit, C Manaspon… - European Journal of …, 2023 - thieme-connect.com
Objective The aim of this study was to employ artificial intelligence (AI) via convolutional
neural network (CNN) for the separation of oral lichen planus (OLP) and non-OLP in biopsy …

[HTML][HTML] Automatic feature segmentation in dental periapical radiographs

T Ari, H Sağlam, H Öksüzoğlu, O Kazan, İŞ Bayrakdar… - Diagnostics, 2022 - mdpi.com
While a large number of archived digital images make it easy for radiology to provide data
for Artificial Intelligence (AI) evaluation; AI algorithms are more and more applied in …

[HTML][HTML] A novel deep learning-based approach for segmentation of different type caries lesions on panoramic radiographs

B Dayı, H Üzen, İB Çiçek, ŞB Duman - Diagnostics, 2023 - mdpi.com
The study aims to evaluate the diagnostic performance of an artificial intelligence system
based on deep learning for the segmentation of occlusal, proximal and cervical caries …

[HTML][HTML] Comparison of detection performance of soft tissue calcifications using artificial intelligence in panoramic radiography

YB Song, HG Jeong, C Kim, D Kim, J Kim, HJ Kim… - Scientific reports, 2022 - nature.com
Artificial intelligence (AI) is limited to teeth and periodontal disease in the dental field, and is
used for diagnosis assistance or data analysis, and there has been no research conducted …

Performance evaluation of three versions of a convolutional neural network for object detection and segmentation using a multiclass and reduced panoramic …

M Bonfanti-Gris, A Herrera, S Paraíso-Medina… - Journal of Dentistry, 2024 - Elsevier
Objectives To evaluate the diagnostic performance of three versions of a deep-learning
convolutional neural network in terms of object detection and segmentation using a …

Maxillary sinus detection on cone beam computed tomography images using ResNet and Swin Transformer-based UNet

A Çelebi, A Imak, H Üzen, Ü Budak, M Türkoğlu… - Oral Surgery, Oral …, 2024 - Elsevier
Objectives This study, which uses artificial intelligence-based methods, aimed to determine
the limits of pathologic conditions and infections related to the maxillary sinus in cone beam …

Applications of artificial intelligence in dentomaxillofacial imaging-A systematic review

S Hartoonian, M Hosseini, I Yousefi, M Mahdian… - Oral Surgery, Oral …, 2024 - Elsevier
Background and aim Artificial intelligence (AI) technology has been increasingly developed
in oral and maxillofacial imaging. The aim of this systematic review was to assess the …

[HTML][HTML] Evaluation of tooth development stages with deep learning-based artificial intelligence algorithm

A Kurt, DN Günaçar, FY Şılbır, Z Yeşil, İŞ Bayrakdar… - BMC Oral Health, 2024 - Springer
Background This study aims to evaluate the performance of a deep learning system for the
evaluation of tooth development stages on images obtained from panoramic radiographs …