Visual interpretation of panoramic radiographs in dental students using eye-tracking technology.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of dental education"
DOI: 10.1002/jdd.12899
Abstract: PURPOSE While eye-tracking technology is a validated tool in the field of education it is still in its infancy in the field of Pediatric Dentistry. The primary aim of this study was to determine dental… read more here.
Keywords: using eye; eye tracking; tracking technology; eye ... See more keywords
Ultrasonographic Evaluation of Soft Tissue Calcifications in the Head and Neck Region Detected on Panoramic Radiographs
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Ultrasound in Medicine"
DOI: 10.1002/jum.16117
Abstract: The aim of this study is to present a comparison between panoramic radiographs and USG imaging with a focus on revealing the advantages of USG over radiographs, and to show the distribution of calcifications detected… read more here.
Keywords: ultrasonographic evaluation; tissue calcifications; soft tissue; evaluation soft ... See more keywords
Evaluation of the effectiveness of artificial intelligence models in radiopaque and radiolucent lesions of the maxillofacial region on panoramic radiographs.
Sign Up to like & getrecommendations! Published in 2025 at "Oral radiology"
DOI: 10.1007/s11282-025-00838-x
Abstract: The aim of this study is to evaluate the success of algorithms used in deep learning (DL), a technique of artificial intelligence (AI), in the classification, detection, and segmentation of radiopaque, and radiolucent lesions in… read more here.
Keywords: classification; radiolucent lesions; panoramic radiographs; radiopaque radiolucent ... See more keywords
Assessment of carotid calcifications on digital panoramic radiographs: Retrospective analysis and review of the literature.
Sign Up to like & getrecommendations! Published in 2018 at "Journal of stomatology, oral and maxillofacial surgery"
DOI: 10.1016/j.jormas.2017.11.009
Abstract: OBJECTIVES To assess the validity of digital panoramic radiographs as an effective means of diagnosis for atherosclerosis and as a potential aid in the early detection of the disease. STUDY DESIGN We reviewed 2014 digital… read more here.
Keywords: calcified atherosclerotic; atherosclerotic plaques; panoramic radiographs; analysis ... See more keywords
Comparison of findings of radiographic and fractal dimension analyses on panoramic radiographs of patients with early-stage and advanced-stage medication-related osteonecrosis of the jaw.
Sign Up to like & getrecommendations! Published in 2019 at "Oral surgery, oral medicine, oral pathology and oral radiology"
DOI: 10.1016/j.oooo.2019.03.002
Abstract: OBJECTIVES The aim of this study was to compare the panoramic radiographs of patients with early-stage and advanced-stage medication-related osteonecrosis of the jaw (MRONJ) for differences in radiographic findings and fractal dimension (FD). STUDY DESIGN… read more here.
Keywords: patients early; radiographs patients; panoramic radiographs; early stage ... See more keywords
Application of a fully deep convolutional neural network to the automation of tooth segmentation on panoramic radiographs.
Sign Up to like & getrecommendations! Published in 2019 at "Oral surgery, oral medicine, oral pathology and oral radiology"
DOI: 10.1016/j.oooo.2019.11.007
Abstract: OBJECTIVES To evaluate a fully deep learning mask region-based convolutional neural network (R-CNN) method for automated tooth segmentation using individual annotation of panoramic radiographs. STUDY DESIGN In total, 846 images with tooth annotations from 30… read more here.
Keywords: panoramic radiographs; segmentation; method; tooth segmentation ... See more keywords
Comparison of 3 deep learning neural networks for classifying the relationship between the mandibular third molar and the mandibular canal on panoramic radiographs.
Sign Up to like & getrecommendations! Published in 2020 at "Oral surgery, oral medicine, oral pathology and oral radiology"
DOI: 10.1016/j.oooo.2020.04.005
Abstract: OBJECTIVE The aim of this study was to compare time and storage space requirements, diagnostic performance, and consistency among 3 image recognition convolutional neural networks (CNNs) in the evaluation of the relationships between the mandibular… read more here.
Keywords: molar mandibular; panoramic radiographs; third molar; mandibular third ... See more keywords
Detection and classification of unilateral cleft alveolus with and without cleft palate on panoramic radiographs using a deep learning system
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-95653-9
Abstract: Although panoramic radiography has a role in the examination of patients with cleft alveolus (CA), its appearances is sometimes difficult to interpret. The aims of this study were to develop a computer-aided diagnosis system for… read more here.
Keywords: cleft palate; cleft alveolus; cleft; panoramic radiographs ... See more keywords
Limitations of panoramic radiographs in predicting mandibular wisdom tooth extraction and the potential of deep learning models to overcome them
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DOI: 10.1038/s41598-024-81153-z
Abstract: Surgeons routinely interpret preoperative radiographic images for estimating the shape and position of the tooth prior to performing tooth extraction. In this study, we aimed to predict the difficulty of lower wisdom tooth extraction using… read more here.
Keywords: panoramic radiographs; extraction; tooth extraction; wisdom tooth ... See more keywords
Clinical application of deep learning for enhanced multistage caries detection in panoramic radiographs
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DOI: 10.1038/s41598-025-16591-4
Abstract: The detection of dental caries is typically overlooked on panoramic radiographs. This study aims to leverage deep learning to identify multistage caries on panoramic radiographs. The panoramic radiographs were confirmed with the gold standard bitewing… read more here.
Keywords: deep learning; multistage caries; panoramic radiographs; clinical application ... See more keywords
Development and validation of an age estimation model based on dental characteristics using panoramic radiographs
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DOI: 10.1038/s41598-025-19164-7
Abstract: Dental characteristics have considerable potential as indicators for estimating chronological age. This study developed a regression model for age estimation using dental characteristics observed in panoramic radiographs. A total of 2,391 radiographs from individuals aged… read more here.
Keywords: age; panoramic radiographs; dental characteristics; model ... See more keywords