TSASNet: Tooth segmentation on dental panoramic X-ray images by Two-Stage Attention Segmentation Network

Y Zhao, P Li, C Gao, Y Liu, Q Chen, F Yang… - Knowledge-Based …, 2020 - Elsevier
Tooth segmentation acts as a crucial and fundamental role in dentistry for doctors to make
diagnosis and treatment plans. In this paper, we propose a Two-Stage Attention …

Missing teeth and restoration detection using dental panoramic radiography based on transfer learning with CNNs

SL Chen, TY Chen, YC Huang, CA Chen… - IEEE …, 2022 - ieeexplore.ieee.org
Common dental diseases include caries, periodontitis, missing teeth and restorations.
Dentists still use manual methods to judge and label lesions which is very time-consuming …

Automatic detection of teeth and dental treatment patterns on dental panoramic radiographs using deep neural networks

HR Choi, TS Siadari, JE Kim, KH Huh… - Forensic Sciences …, 2022 - academic.oup.com
Disaster victim identification issues are especially critical and urgent after a large-scale
disaster. The aim of this study was to suggest an automatic detection of natural teeth and …

Automated maxillofacial segmentation in panoramic dental x-ray images using an efficient encoder-decoder network

Z Kong, F Xiong, C Zhang, Z Fu, M Zhang, J Weng… - Ieee …, 2020 - ieeexplore.ieee.org
The panoramic dental X-ray images are an essential diagnostic tool used by dentists to
detect the symptoms in an early stage and develop appropriate treatment plans. In recent …

Detection of various dental conditions on dental panoramic radiography using Faster R-CNN

SL Chen, TY Chen, YC Mao, SY Lin, YY Huang… - IEEE …, 2023 - ieeexplore.ieee.org
The dental panoramic radiograph (DPR) is a pivotal diagnostic tool in dentistry. However,
despite the growing prevalence of artificial intelligence (AI) across various medical domains …

Segmentation of natural images using an improved thresholding-based technique

SLS Abdullah, N Jamil - Procedia Engineering, 2012 - Elsevier
This paper investigates fundamental problems in image segmentation using traditional
segmentation techniques and proposed an improved technique for segmenting images …

Tooth position determination by automatic cutting and marking of dental panoramic X-ray film in medical image processing

YC Huang, CA Chen, TY Chen, HS Chou, WC Lin… - Applied Sciences, 2021 - mdpi.com
This paper presents a novel method for automatic segmentation of dental X-ray images into
single tooth sections and for placing every segmented tooth onto a precise corresponding …

Model-based orthodontic assessments for dental panoramic radiographs

CH Wu, WH Tsai, YH Chen, JK Liu… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
For better treatment outcomes, dentists usually use a set of parameters for orthodontic
evaluation. In this study, a new method is proposed to assist dentists in obtaining reliable …

Detection of tooth position by YOLOv4 and various dental problems based on CNN with bitewing radiograph (July 2023)

KC Li, YC Mao, MF Lin, YQ Li, CA Chen, TY Chen… - IEEE …, 2024 - ieeexplore.ieee.org
Periodontitis is a high prevalence dental disease caused by bacterial infection of the bone
that surrounds the tooth. Early detection and precision treatment can prevent more severe …

GrabCut algorithm for dental X‐ray images based on full threshold segmentation

J Mao, K Wang, Y Hu, W Sheng… - IET Image Processing, 2018 - Wiley Online Library
Teeth are difficult to be destroyed due to their corrosion resistance, high melting point and
hardness. Dental biometrics can therefore provide assistance in human forensic …