Automated caries detection with smartphone color photography using machine learning

DL Duong, MH Kabir, RF Kuo - Health informatics journal, 2021 - journals.sagepub.com
Untreated caries is significant problem that affected billion people over the world. Therefore,
the appropriate method and accuracy of caries detection in clinical decision-making in …

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 …

Deep learning application in dental caries detection using intraoral photos taken by smartphones

MTG Thanh, N Van Toan, VTN Ngoc, NT Tra, CN Giap… - Applied Sciences, 2022 - mdpi.com
A mobile-phone-based diagnostic tool, which most of the population can easily access,
could be a game changer in increasing the number of examinations of people with dental …

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 …

A computer-aided automated methodology for the detection and classification of occlusal caries from photographic color images

ED Berdouses, GD Koutsouri, EE Tripoliti… - Computers in biology …, 2015 - Elsevier
The aim of this work is to present a computer-aided automated methodology for the
assessment of carious lesions, according to the International Caries Detection and …

Detecting dental caries on oral photographs using artificial intelligence: A systematic review

M Moharrami, J Farmer, S Singhal, E Watson… - Oral …, 2024 - Wiley Online Library
Objectives This systematic review aimed at evaluating the performance of artificial
intelligence (AI) models in detecting dental caries on oral photographs. Methods …

An automated dental caries detection and scoring system for optical images of tooth occlusal surface

L Ghaedi, R Gottlieb, DC Sarrett… - 2014 36th Annual …, 2014 - ieeexplore.ieee.org
Dental caries are one of the most prevalent chronic diseases. The management of dental
caries demands detection of carious lesions at early stages. This study aims to design an …

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 …

Is it feasible to use smartphone images to perform telediagnosis of different stages of occlusal caries lesions?

EK Kohara, CG Abdala, TF Novaes, MM Braga… - PloS one, 2018 - journals.plos.org
The purpose of this study was to compare the performance of two different models of
smartphone and a conventional camera with that of direct clinical examination in detecting …

Development and evaluation of deep learning for screening dental caries from oral photographs

X Zhang, Y Liang, W Li, C Liu, D Gu, W Sun… - Oral diseases, 2022 - Wiley Online Library
Objectives To develop and evaluate the performance of a deep learning system based on
convolutional neural network (ConvNet) to detect dental caries from oral photographs …