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 …

State-of-art technologies, challenges, and emerging trends of computer vision in dental images

J Priya, SKS Raja, SU Kiruthika - Computers in Biology and Medicine, 2024 - Elsevier
Computer vision falls under the broad umbrella of artificial intelligence that mimics human
vision and plays a vital role in dental imaging. Dental practitioners visualize and interpret …

Detection of pulpal calcifications on bite-wing radiographs using deep learning

F Yuce, MÜ Öziç, M Tassoker - Clinical Oral Investigations, 2023 - Springer
Objectives Pulpal calcifications are discrete hard calcified masses of varying sizes in the
dental pulp cavity. This study is aimed at measuring the performance of the YOLOv4 deep …

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 …

The Detection of Pulp Stones with Automatic Deep Learning in Panoramic Radiographies: An AI Pilot Study

A Altındağ, S Bahrilli, Ö Çelik, İŞ Bayrakdar, K Orhan - Diagnostics, 2024 - mdpi.com
This study aims to evaluate the effectiveness of employing a deep learning approach for the
automated detection of pulp stones in panoramic imaging. A comprehensive dataset …

ViSTooth: A Visualization Framework for Tooth Segmentation on Panoramic Radiograph

S Zhu, M Hu, T Pan, Y Hong, B Li, Z Zhou… - arXiv preprint arXiv …, 2024 - arxiv.org
Tooth segmentation is a key step for computer aided diagnosis of dental diseases.
Numerous machine learning models have been employed for tooth segmentation on dental …

[PDF][PDF] System of gender identification and age estimation from radiography: a review

N Nafi'iyah, C Fatichah, D Herumurti… - International Journal of …, 2023 - academia.edu
Under extreme conditions postmortem, dental radiography examinations can play an
essential role in individual identification. In forensic odontology, individual identification …

[PDF][PDF] Automatic for Generating Landmark Mandibular Panoramic Radiography Image.

N Nafi'iyah, C Fatichah, D Herumurti, ER Astuti… - International Journal of …, 2024 - inass.org
Forensic gender identification based on teeth is needed to identify incomplete victims, only
bones and teeth. Previous studies identified gender by manually or semi-automatically …

Image Segmentation Using Hybrid Clustering Algorithms for Machine Learning-Based Skin Cancer Identification

R Maulana, DC Interiesta, AK Sofy… - Journal of Computer …, 2024 - jurnal.umsu.ac.id
Early identification of skin cancer is crucial to increasing the chances of a cure and reducing
mortality rates. This research aims to develop a method for identifying skin cancer using …

[PDF][PDF] Composite Feature Set Based Dental Image Segmentation Framework through Unsupervised Learning.

AR Kumari, SN Rao, PR Reddy - International Journal of Intelligent …, 2022 - inass.org
Dental X-Ray (DXR) image segmentation has gained a great research interest due to its
significance in various dental related applications such as Dental Diseases Detection …