Deep Learning for Diagnostic Charting on Pediatric Panoramic Radiographs.

E Kaya, HG Güneç, EŞ Ürkmez… - International Journal of …, 2023 - europepmc.org
Artificial intelligence (AI) based systems are used in dentistry to make the diagnostic process
more accurate and efficient. The objective of this study was to evaluate the performance of a …

Proposing a CNN method for primary and permanent tooth detection and enumeration on pediatric dental radiographs

E Kaya, HG Gunec, SS Gokyay… - Journal of Clinical …, 2022 - meridian.allenpress.com
Objective: In this paper, we aimed to evaluate the performance of a deep learning system for
automated tooth detection and numbering on pediatric panoramic radiographs. Study …

YOLO-V5 based deep learning approach for tooth detection and segmentation on pediatric panoramic radiographs in mixed dentition

B Beser, T Reis, MN Berber, E Topaloglu, E Gungor… - BMC medical …, 2024 - Springer
Objectives In the interpretation of panoramic radiographs (PRs), the identification and
numbering of teeth is an important part of the correct diagnosis. This study evaluates the …

[HTML][HTML] A deep learning approach to permanent tooth germ detection on pediatric panoramic radiographs

E Kaya, HG Gunec, KC Aydin, ES Urkmez… - Imaging science in …, 2022 - ncbi.nlm.nih.gov
Purpose The aim of this study was to assess the performance of a deep learning system for
permanent tooth germ detection on pediatric panoramic radiographs. Materials and Methods …

Evaluation of tooth development stages with deep learning-based artificial intelligence algorithm

A Kurt, DN Günaçar, FY Şılbır, Z Yeşil, İŞ Bayrakdar… - BMC Oral Health, 2024 - Springer
Background This study aims to evaluate the performance of a deep learning system for the
evaluation of tooth development stages on images obtained from panoramic radiographs …

Tooth Detection and Numbering in Panoramic Radiographs Using YOLOv8-Based Approach

FRS Teles, AC Mendes, AC Paiva, JDS Almeida… - … Conference on Wireless …, 2023 - Springer
Before a dental professional performs any procedure or diagnosis, they need to know the
patient's dental arch. For that, it is common for them to ask the patient to take a panoramic …

Automated permanent tooth detection and numbering on panoramic radiograph using a deep learning approach

RH Putra, ER Astuti, DK Putri, M Widiasri… - Oral Surgery, Oral …, 2024 - Elsevier
Objective This study aimed to assess the performance of the deep learning (DL) model for
automated tooth numbering in panoramic radiographs. Study Design The dataset of 500 …

Dental Disease Detection based on CNN for Panoramic Dental Radiographs

M El Bagoury, M Al-Shetairy, O Ahmed… - 2023 Eleventh …, 2023 - ieeexplore.ieee.org
Panoramic dental radiography is one of the examination tools frequently performed in dental
clinics and hospitals as it captures a wide range of the dental region and its surroundings …

Deep Learning Based Lesion Detection on Dental Panoramic Radiographs

K Demir, IK Aksakalli, N Bayğin… - 2023 Innovations in …, 2023 - ieeexplore.ieee.org
With the development of technology, one of the new breakthroughs in the health field has
been dental lesion detection. Dental lesion occurs with tissue changes that occur in the parts …

Performance evaluation of three versions of a convolutional neural network for object detection and segmentation using a multiclass and reduced panoramic …

M Bonfanti-Gris, A Herrera, S Paraíso-Medina… - Journal of Dentistry, 2024 - Elsevier
Objectives To evaluate the diagnostic performance of three versions of a deep-learning
convolutional neural network in terms of object detection and segmentation using a …