[HTML][HTML] A comprehensive survey of deep learning algorithms and applications in dental radiograph analysis

S Bhat, GK Birajdar, MD Patil - Healthcare Analytics, 2023 - Elsevier
The Integration of machine learning and traditional image processing in dentistry has
resulted in many applications like automatic teeth identification and numbering, caries …

A deep learning approach to automatic teeth detection and numbering based on object detection in dental periapical films

H Chen, K Zhang, P Lyu, H Li, L Zhang, J Wu… - Scientific reports, 2019 - nature.com
We propose using faster regions with convolutional neural network features (faster R-CNN)
in the TensorFlow tool package to detect and number teeth in dental periapical films. To …

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 …

Artificial intelligence system for automatic deciduous tooth detection and numbering in panoramic radiographs

MC Kılıc, IS Bayrakdar, Ö Çelik, E Bilgir… - Dentomaxillofacial …, 2021 - academic.oup.com
Objective: This study evaluated the use of a deep-learning approach for automated
detection and numbering of deciduous teeth in children as depicted on panoramic …

An effective teeth recognition method using label tree with cascade network structure

K Zhang, J Wu, H Chen, P Lyu - Computerized Medical Imaging and …, 2018 - Elsevier
In this article, we apply the deep learning technique to medical field for the teeth detection
and classification of dental periapical radiographs, which is important for the medical curing …

An artificial intelligence proposal to automatic teeth detection and numbering in dental bite-wing radiographs

Y Yasa, Ö Çelik, IS Bayrakdar, A Pekince… - Acta Odontologica …, 2021 - Taylor & Francis
Objectives Radiological examination has an important place in dental practice, and it is
frequently used in intraoral imaging. The correct numbering of teeth on radiographs is a …

A convolutional neural network for automatic tooth numbering in panoramic images

M Prados-Privado, J García Villalón… - BioMed Research …, 2021 - Wiley Online Library
Analysis of dental radiographs and images is an important and common part of the
diagnostic process in daily clinical practice. During the diagnostic process, the dentist must …

A relation-based framework for effective teeth recognition on dental periapical X-rays

K Zhang, H Chen, P Lyu, J Wu - Computerized Medical Imaging and …, 2022 - Elsevier
Dental periapical X-rays are used as a popular tool by dentists for diagnosis. To provide
dentists with diagnostic support, in this paper, we achieve automated teeth recognition of …

Performance of a convolutional neural network algorithm for tooth detection and numbering on periapical radiographs

C Görürgöz, K Orhan, IS Bayrakdar… - Dentomaxillofacial …, 2022 - academic.oup.com
Objectives: The present study aimed to evaluate the performance of a Faster Region-based
Convolutional Neural Network (R-CNN) algorithm for tooth detection and numbering on …

Human identification with dental panoramic radiographic images

AB Oktay - IET Biometrics, 2018 - Wiley Online Library
Dental panoramic radiographic images are commonly used as biometrics for human
identification. In this study, a novel method is presented for identifying humans by matching …