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Incremental Learning for Panoramic Radiograph Segmentation

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022
This study aimed to determine a fundamental method for the automated detection and treatment of dental and orthodontic problems. Manual intervention is inefficient and prone to human error in detecting anomalies. Deep learning was used to identify a solution to this problem.
Saeed, AlQarni   +3 more
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Panoramic radiograph in pathology

Atlas of the Oral and Maxillofacial Surgery Clinics, 2003
The panoramic radiograph is an excellent extraoral radiograph to reveal abnormalities and pathologic conditions of the jaws and to show calcification of adjacent soft tissue. A single panoramic radiograph provides a significant image of the maxillofacial skeleton and dentition and often is used as a survey or screening film because of the area it ...
Dean K, White   +4 more
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Abnormalities noted on panoramic radiographs

Oral Surgery, Oral Medicine, Oral Pathology, 1969
Abstract An analysis was made of 5,556 panoramic radiographs of United States Air Force recruits. The results of the survey indicate that the panoramic radiographic screening examination provides a simple and rapid method of recording the general dental health of a large population and furnishes information concerning dental treatment requirements ...
C R, Morris   +3 more
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Panoramic radiographs

Journal of Clinical Pediatric Dentistry, 2005
The aim of this study was to evaluate the potential of panoramic radiographs to measure mandibular inclination and steepness. Standardized panoramic and lateral cephalometric radiographs were taken for 95 subjects (46 females, mean age 12.4 ± 1.2 years; 49 males, mean age 12.1 ± 1.3 years).
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Bifid mandibular canals in panoramic radiographs

The Journal of the American Dental Association, 1985
The purpose of this study was to identify and classify specific anatomic variations of the mandibular canal for which we have suggested the term "bifid mandibular canals." A total of 6,000 panoramic radiographs were studied, and those that contained these canals were identified.
R P, Langlais, R, Broadus, B J, Glass
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Panoramic Radiographs: Necessary for Edentulous Patients?

The Journal of the American Dental Association, 1992
With recent concern about the cumulative effects of radiation exposure, routine radiographic examination of edentulous patients is being questioned. While the present study reports a lower incidence of positive findings than previous panoramic surveys, we still find potentially complicating conditions.
R R, Seals, E O, Williams, J D, Jones
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Panoramic radiographic examination of edentulous patients

The Journal of Prosthetic Dentistry, 1985
A study of panoramic radiographs made on 114 edentulous patients was described. Six radiographic entities were identified: root fragments, retained teeth, radiolucencies, radiopacities, foreign bodies, and mental foramina at or near the crest of the residual ridge. The percent of positive findings in this study and those of previous studies support the
J D, Jones, R R, Seals, E, Schelb
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