Cargando…

Deep learning for early dental caries detection in bitewing radiographs

The early detection of initial dental caries enables preventive treatment, and bitewing radiography is a good diagnostic tool for posterior initial caries. In medical imaging, the utilization of deep learning with convolutional neural networks (CNNs) to process various types of images has been activ...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lee, Shinae, Oh, Sang-il, Jo, Junik, Kang, Sumi, Shin, Yooseok, Park, Jeong-won
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8376948/ https://www.ncbi.nlm.nih.gov/pubmed/34413414 http://dx.doi.org/10.1038/s41598-021-96368-7

Ejemplares similares

Detection of Proximal Caries Lesions on Bitewing Radiographs Using Deep Learning Method
por: Chen, Xiaotong, et al.
Publicado: (2023)

Dental Students’ Ability to Detect Only-Enamel Proximal Caries on Bitewing Radiographs
por: Elnawawy, Mohamed Samir A, et al.
Publicado: (2022)

Impact of Noisy Labels on Dental Deep Learning—Calculus Detection on Bitewing Radiographs
por: Büttner, Martha, et al.
Publicado: (2023)

Diagnosis of interproximal caries lesions with deep convolutional neural network in digital bitewing radiographs
por: Bayraktar, Yusuf, et al.
Publicado: (2021)

Classification of Approximal Caries in Bitewing Radiographs Using Convolutional Neural Networks
por: Moran, Maira, et al.
Publicado: (2021)

Assessing the Accuracy of Caries Diagnosis in Bitewing Radiographs Using Different Reproduction Media
por: Adibi, Sadaf, et al.
Publicado: (2018)

Effects of healthcare policy and education on reading accuracy of bitewing radiographs for interproximal caries
por: Sato, Hiroki, et al.
Publicado: (2021)

Radiation Exposure and Frequency of Dental, Bitewing and Occlusal Radiographs in Children and Adolescents
por: Schüler, Ina Manuela, et al.
Publicado: (2023)

Pen-type laser fluorescence device versus bitewing radiographs for caries detection on approximal surfaces
por: Bizhang, M., et al.
Publicado: (2016)

Caries and Restoration Detection Using Bitewing Film Based on Transfer Learning with CNNs
por: Mao, Yi-Cheng, et al.
Publicado: (2021)

Clinical Analysis of the Diagnostic Accuracy and Time of Execution of a Transillumination Caries Detection Method Compared to Bitewing Radiographs
por: Pelliccioni, Gian Andrea, et al.
Publicado: (2021)

Sensitivity and specificity of the ICDAS II system and bitewing radiographs for detecting occlusal caries using the Spectra™ caries detection system as the reference test in children
por: Caceda, Jorge H., et al.
Publicado: (2023)

The effect of bitewing radiography on estimates of dental caries experience among children differs according to their disease experience
por: Foster Page, L. A., et al.
Publicado: (2018)

Quality and Findings of Bitewing Radiographs among Twenty-Year-Old Conscripts in Finland
por: Hyvönen, Miika, et al.
Publicado: (2021)

Study Regarding the Optimal Dimension of Intraoral Bitewing Radiographs in Patients with Primary Dentition
por: Diéguez-Pérez, Montserrat, et al.
Publicado: (2022)

Assessment of enamel-dentin caries lesions detection using bitewing PSP digital images
por: TORRES, Marianna Guanaes Gomes, et al.
Publicado: (2011)

Importance of bitewing radiographs for the early detection of interproximal carious lesions and the impact on healthcare expenditure in Japan
por: Grieco, Peter, et al.
Publicado: (2022)

The Additional Information of Bitewing Radiographs in the Detection of Established or Severe Dentinal Decay in 14-Year Olds: A Cross-Sectional Study in Low-Caries Population
por: Hietala-Lenkkeri, Aija-Maaria, et al.
Publicado: (2014)

An Explainable Deep Learning Model to Prediction Dental Caries Using Panoramic Radiograph Images
por: Oztekin, Faruk, et al.
Publicado: (2023)

IMPACT OF THE BITEWING RADIOGRAPHY EXAM INCLUSION ON THE PREVALENCE OF DENTAL CARIES IN 12-YEAR-OLD STUDENTS IN THE CITY OF FRANCA, SÃO PAULO, BRAZIL
por: Mestriner, Soraya Fernandes, et al.
Publicado: (2006)

Accuracy of Digital Bitewing Radiography versus Different Views of Digital Panoramic Radiography for Detection of Proximal Caries
por: Abdinian, Mehrdad, et al.
Publicado: (2015)

Comparison of Proximal Caries Detection in Primary Teeth between Laser Fluorescence and Bitewing Radiography: An in vivo Study
por: Mepparambath, Ratheesh, et al.
Publicado: (2014)

DIAGNOSTIC ACCURACY OF INTRAORAL, EXTRAORAL, AND CBCT-GENERATED BITEWINGS FOR DETECTING APPROXIMAL CARIES AND PERIODONTAL BONE LOSS
por: MAGO, J., et al.
Publicado: (2021)

The ADEPT study: a comparative study of dentists' ability to detect enamel-only proximal caries in bitewing radiographs with and without the use of AssistDent artificial intelligence software
por: Devlin, Hugh, et al.
Publicado: (2021)

Evaluation of alveolar crest bone loss via premolar bitewing radiographs: presentation of a new method
por: Safi, Yaser, et al.
Publicado: (2014)

Morphologic Measurements of Anatomic Landmarks in Pulp Chambers of Human First Molars: A Study of Bitewing Radiographs
por: Khojastepour, Leila, et al.
Publicado: (2008)

Comparison of diagnostic effects of infrared imaging, visual inspection, and bitewing radiography in primary occlusal caries of permanent teeth
por: Saffarpour, Aida, et al.
Publicado: (2023)

Deep learning convolutional neural network algorithms for the early detection and diagnosis of dental caries on periapical radiographs: A systematic review
por: Musri, Nabilla, et al.
Publicado: (2021)

Classification of caries in third molars on panoramic radiographs using deep learning
por: Vinayahalingam, Shankeeth, et al.
Publicado: (2021)

Automated Caries Screening Using Ensemble Deep Learning on Panoramic Radiographs
por: Bui, Toan Huy, et al.
Publicado: (2022)

Classification of Dental Radiographs Using Deep Learning
por: Cejudo, Jose E., et al.
Publicado: (2021)

Deep learning-based apical lesion segmentation from panoramic radiographs
por: Song, Il-Seok, et al.
Publicado: (2022)

Deep-Seated Dental Caries
por: Dwinelle, W. H.
Publicado: (1853)

Children’s dental panoramic radiographs dataset for caries segmentation and dental disease detection
por: Zhang, Yifan, et al.
Publicado: (2023)

Evaluation of Transfer Learning with Deep Convolutional Neural Networks for Screening Osteoporosis in Dental Panoramic Radiographs
por: Lee, Ki-Sun, et al.
Publicado: (2020)

Deep Learning-Based Recognition of Periodontitis and Dental Caries in Dental X-ray Images
por: Chen, Ivane Delos Santos, et al.
Publicado: (2023)

On the Treatment of Deep-Seated Dental Caries
por: Dwinelle, Wm. H.
Publicado: (1852)

Paecilomyces variotti in deep dental caries
por: Daibert, Frederico-Kleinsorge, et al.
Publicado: (2022)

Segmentation of Dental Restorations on Panoramic Radiographs Using Deep Learning
por: Rohrer, Csaba, et al.
Publicado: (2022)

The Influence of Age on the Development of Dental Caries in Children. A Radiographic Study
por: Moca, Abel Emanuel, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_19dpodqeg2cnk7kfocd23mkk66