[PDF][PDF] The Sensitivity and Specificity of YOLO V4 for Tooth Detection on Panoramic Radiographs

ER Astuti, RH Putra, DK Putri, NF Ramadhani… - Journal of International …, 2023 - jidmr.com
This study aimed to evaluate the performance of You Only Look Once (YOLO) v4
architecture for tooth detection on panoramic radiographs by calculating the sensitivity and …

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 …

[HTML][HTML] 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 …

Enhancing caries detection in bitewing radiographs using YOLOv7

W Panyarak, K Wantanajittikul, A Charuakkra… - Journal of Digital …, 2023 - Springer
The study aimed to evaluate the impact of image size, area of detection (IoU) thresholds and
confidence thresholds on the performance of the YOLO models in the detection of dental …

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 …

Automatic Tooth Enumeration on Panoramic Radiographs Using Deep Learning

A Fariza, R Asmara, MOF Rojaby… - 2023 IEEE 9th …, 2023 - ieeexplore.ieee.org
Accurate tooth numbering is essential for dental procedures, treatment planning, and patient
record management. Automatic tooth enumeration in dental panoramic radiographs is …

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 …

[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 …

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 …

Tooth localization using YOLOv3 for dental diagnosis on panoramic radiographs

TH Bui, K Hamamoto, MP Paing - IEEJ Transactions on Electronics …, 2022 - jstage.jst.go.jp
Oral health is one of most major concerns that affect the life quality of billions of people
around the world. Diagnosis treatment usually takes time due to the lack of doctors …