Dental caries detection using score-based multi-input deep convolutional neural network

A Imak, A Celebi, K Siddique, M Turkoglu… - IEEE …, 2022 - ieeexplore.ieee.org
Panoramic and periapical radiograph tools help dentists in diagnosing the most common
dental diseases, such as dental caries. Generally, dental caries is manually diagnosed by …

Detection and diagnosis of dental caries using a deep learning-based convolutional neural network algorithm

JH Lee, DH Kim, SN Jeong, SH Choi - Journal of dentistry, 2018 - Elsevier
Objectives Deep convolutional neural networks (CNNs) are a rapidly emerging new area of
medical research, and have yielded impressive results in diagnosis and prediction in the …

Boosting proximal dental caries detection via combination of variational methods and convolutional neural network

J Choi, H Eun, C Kim - Journal of Signal Processing Systems, 2018 - Springer
Proximal dental caries are diagnosed using dental X-ray images. Unfortunately, the
diagnosis of proximal dental caries is often stifled due to the poor quality of dental X-ray …

[HTML][HTML] Deep fusion feature extraction for caries detection on dental panoramic radiographs

TH Bui, K Hamamoto, MP Paing - Applied Sciences, 2021 - mdpi.com
Caries is the most well-known disease and relates to the oral health of billions of people
around the world. Despite the importance and necessity of a well-designed detection …

Recognizing occlusal caries in dental intraoral images using deep learning

K Moutselos, E Berdouses, C Oulis… - 2019 41st annual …, 2019 - ieeexplore.ieee.org
Based on an image dataset of 88 in-vivo dental images taken with an intra-oral camera, we
show that a Deep Learning model (Mask R-CNN) can detect and classify dental caries on …

[HTML][HTML] Deep learning for caries detection and classification

L Lian, T Zhu, F Zhu, H Zhu - Diagnostics, 2021 - mdpi.com
Objectives: Deep learning methods have achieved impressive diagnostic performance in the
field of radiology. The current study aimed to use deep learning methods to detect caries …

[HTML][HTML] Transforming dental caries diagnosis through artificial intelligence-based techniques

S Anil, P Porwal, A Porwal - Cureus, 2023 - ncbi.nlm.nih.gov
Diagnosing dental caries plays a pivotal role in preventing and treating tooth decay.
However, traditional methods of diagnosing caries often fall short in accuracy and efficiency …

Rdfnet: A fast caries detection method incorporating transformer mechanism

H Jiang, P Zhang, C Che, B Jin - … and Mathematical Methods in …, 2021 - Wiley Online Library
Dental caries is a prevalent disease of the human oral cavity. Given the lack of research on
digital images for caries detection, we construct a caries detection dataset based on the …

Uses of different machine learning algorithms for diagnosis of dental caries

S Talpur, F Azim, M Rashid, SA Syed… - Journal of …, 2022 - Wiley Online Library
Background. Dental caries is one of the major oral health problems and is increasing rapidly
among people of every age (children, men, and women). Deep learning, a field of Artificial …

Caries detection on intraoral images using artificial intelligence

J Kühnisch, O Meyer, M Hesenius… - Journal of dental …, 2022 - journals.sagepub.com
Although visual examination (VE) is the preferred method for caries detection, the analysis of
intraoral digital photographs in machine-readable form can be considered equivalent to VE …