Descriptive analysis of dental X-ray images using various practical methods: A review

A Kumar, HS Bhadauria, A Singh - PeerJ Computer Science, 2021 - peerj.com
In dentistry, practitioners interpret various dental X-ray imaging modalities to identify tooth-
related problems, abnormalities, or teeth structure changes. Another aspect of dental …

Automatic segmentation of mandible in panoramic x-ray

AH Abdi, S Kasaei… - Journal of Medical …, 2015 - spiedigitallibrary.org
As the panoramic x-ray is the most common extraoral radiography in dentistry, segmentation
of its anatomical structures facilitates diagnosis and registration of dental records. This study …

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 …

Human gender prediction based on deep transfer learning from panoramic radiograph images

I Atas - arXiv preprint arXiv:2205.09850, 2022 - arxiv.org
Panoramic Dental Radiography (PDR) image processing is one of the most extensively
used manual methods for gender determination in forensic medicine. With the assistance of …

Jaw and teeth segmentation on the panoramic X-ray images for dental human identification

MH Bozkurt, S Karagol - Journal of Digital Imaging, 2020 - Springer
Due to the damage to biometric properties in the event of natural disasters, like fire or
earthquakes, it is very difficult to identify human remains. As teeth are more durable than …

A cropping algorithm for automatically extracting regions of ınterest from panoramic radiographs based on maxilla and mandible parts

P Jaiswal, S Bhirud - International Journal of Information Technology, 2023 - Springer
Oral diseases are incredibly prevalent worldwide and affect people of all ages. Dentists
require X-rays to investigate the manifestations of oral diseases. In comparison to other …

Statistical elimination based approach to jaw and tooth separation on panoramic radiographs for dental human identification

MH Bozkurt, S Karagol - Multimedia Tools and Applications, 2023 - Springer
Dental biometrics is a type of biometrics that uses dental information to identify individuals.
Well-known biometric features such as fingerprints and gait images have been successfully …

Detection, segmentation, and numbering of teeth in dental panoramic images with mask regions with convolutional neural network features

AB Oktay, A Gurses - State of the Art in Neural Networks and their …, 2021 - Elsevier
Dental image analysis is important for orthodontics, forensics, and dental treatments like
cavity restoration or implants. In order to build a computer-aided diagnosis system for dental …

Computer-aided cancer classification system using a hybrid level-set image segmentation

A Alarifi, A Alwadain - Measurement, 2019 - Elsevier
In computer vision, image segmentation plays an indispensable role. Image segmentation is
used to find objects and their boundary limits in images. In medical imaging, tasks such as …

Caries detection in non-standardized periapical dental X-rays

D Osterloh, S Viriri - Computer Aided Intervention and Diagnostics in …, 2019 - Springer
Dental caries are currently one of the most prevalent diseases in the modern world. Early
detection and diagnosis of the disease is the best treatment available to dental healthcare …