Tufts dental database: a multimodal panoramic x-ray dataset for benchmarking diagnostic systems

K Panetta, R Rajendran, A Ramesh… - IEEE journal of …, 2021 - ieeexplore.ieee.org
The application of Artificial Intelligence in dental healthcare has a very promising role due to
the abundance of imagery and non-imagery-based clinical data. Expert analysis of dental …

Teeth detection and dental problem classification in panoramic X-ray images using deep learning and image processing techniques

MP Muresan, AR Barbura… - 2020 IEEE 16th …, 2020 - ieeexplore.ieee.org
Deep convolutional neural networks, have gained a lot popularity in medical research due to
their impressive results in detection, prediction and classification. Analysis of panoramic …

Detection of Dental Diseases through X‐Ray Images Using Neural Search Architecture Network

ASAM Al-Ghamdi, M Ragab… - Computational …, 2022 - Wiley Online Library
An important aspect of the diagnosis procedure in daily clinical practice is the analysis of
dental radiographs. This is because the dentist must interpret different types of problems …

Lightweight deep learning methods for panoramic dental X-ray image segmentation

S Lin, X Hao, Y Liu, D Yan, J Liu, M Zhong - Neural Computing and …, 2023 - Springer
Dental X-ray image segmentation is helpful for assisting clinicians to examine tooth
conditions and identify dental diseases. Fast and lightweight segmentation algorithms …

Artificial intelligence in oral and maxillofacial radiology: what is currently possible?

MS Heo, JE Kim, JJ Hwang, SS Han… - Dentomaxillofacial …, 2021 - academic.oup.com
Artificial intelligence, which has been actively applied in a broad range of industries in
recent years, is an active area of interest for many researchers. Dentistry is no exception to …

Paxnet: Dental caries detection in panoramic x-ray using ensemble transfer learning and capsule classifier

A Haghanifar, MM Majdabadi, SB Ko - arXiv preprint arXiv:2012.13666, 2020 - arxiv.org
Dental caries is one of the most chronic diseases involving the majority of the population
during their lifetime. Caries lesions are typically diagnosed by radiologists relying only on …

Artificial intelligence-driven novel tool for tooth detection and segmentation on panoramic radiographs

AF Leite, AV Gerven, H Willems, T Beznik… - Clinical oral …, 2021 - Springer
Objective To evaluate the performance of a new artificial intelligence (AI)-driven tool for tooth
detection and segmentation on panoramic radiographs. Materials and methods In total, 153 …

Diagnostic charting of panoramic radiography using deep-learning artificial intelligence system

M Başaran, Ö Çelik, IS Bayrakdar, E Bilgir, K Orhan… - Oral radiology, 2022 - Springer
Objectives The goal of this study was to develop and evaluate the performance of a new
deep-learning (DL) artificial intelligence (AI) model for diagnostic charting in panoramic …

Automated dental image analysis by deep learning on small dataset

J Yang, Y Xie, L Liu, B Xia, Z Cao… - 2018 IEEE 42nd annual …, 2018 - ieeexplore.ieee.org
Dental radiography provides important evidence for clinical diagnosis, treatment and quality
evaluation. Much effort has been spent on developing digitalized dental X-ray image …

An artifıcial ıntelligence approach to automatic tooth detection and numbering in panoramic radiographs

E Bilgir, İŞ Bayrakdar, Ö Çelik, K Orhan, F Akkoca… - BMC medical …, 2021 - Springer
Background Panoramic radiography is an imaging method for displaying maxillary and
mandibular teeth together with their supporting structures. Panoramic radiography is …