A novel deep learning-based approach for segmentation of different type caries lesions on panoramic radiographs
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 …
based on deep learning for the segmentation of occlusal, proximal and cervical caries …
CariesNet: a deep learning approach for segmentation of multi-stage caries lesion from oral panoramic X-ray image
Dental caries has been a common health issue throughout the world, which can even lead
to dental pulp and root apical inflammation eventually. Timely and effective treatment of …
to dental pulp and root apical inflammation eventually. Timely and effective treatment of …
Automatic and visualized grading of dental caries using deep learning on panoramic radiographs
Q Chen, J Huang, H Zhu, L Lian, K Wei… - Multimedia Tools and …, 2023 - Springer
Caries grading plays a significant role for oral health management and treatment planning.
Grading caries on panoramic image is a challenging task due to complication and diversity …
Grading caries on panoramic image is a challenging task due to complication and diversity …
Caries segmentation on tooth X-ray images with a deep network
S Ying, B Wang, H Zhu, W Liu, F Huang - Journal of Dentistry, 2022 - Elsevier
Objectives Deep learning has been a promising technology in many biomedical
applications. In this study, a deep network was proposed aiming for caries segmentation on …
applications. In this study, a deep network was proposed aiming for caries segmentation on …
Artificial intelligence in the detection and classification of dental caries
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 …
save clinician time, and enrich treatment decisions. However, a reliable system is lacking …
Children's dental panoramic radiographs dataset for caries segmentation and dental disease detection
Y Zhang, F Ye, L Chen, F Xu, X Chen, H Wu, M Cao… - Scientific Data, 2023 - nature.com
When dentists see pediatric patients with more complex tooth development than adults
during tooth replacement, they need to manually determine the patient's disease with the …
during tooth replacement, they need to manually determine the patient's disease with the …
PaXNet: Tooth segmentation and dental caries detection in panoramic X-ray using ensemble transfer learning and capsule classifier
Dental caries is one of the most chronic diseases involving the majority of the population
during their lifetime. Caries lesions are typically diagnosed by general dentists relying only …
during their lifetime. Caries lesions are typically diagnosed by general dentists relying only …
Detection of cavities from dental panoramic x-ray images using nested u-net models
Dental caries is one of the most prevalent and chronic diseases worldwide. Dental X-ray
radiography is considered a standard tool and a valuable resource for radiologists to identify …
radiography is considered a standard tool and a valuable resource for radiologists to identify …
Caries detection with tooth surface segmentation on intraoral photographic images using deep learning
EY Park, H Cho, S Kang, S Jeong, EK Kim - BMC Oral Health, 2022 - Springer
Background Intraoral photographic images are helpful in the clinical diagnosis of caries.
Moreover, the application of artificial intelligence to these images has been attempted …
Moreover, the application of artificial intelligence to these images has been attempted …
Design of hybrid dental caries segmentation and caries detection with meta-heuristic-based ResneXt-RNN
The early identification of dental caries is necessary for corresponding treatments and the
above reason, the bitewing radiography is utilized to offer initial caries detection. In clinical …
above reason, the bitewing radiography is utilized to offer initial caries detection. In clinical …