• Nuclear Engineering and Technology
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• 제54권10호
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• pp.3943-3948
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• 2022

Single-photon emission computed tomography is one of the reliable pin-by-pin verification techniques for spent-fuel assemblies. One of the challenges with this technique is to increase the total fuel assembly verification speed while maintaining high verification accuracy. The aim of the present study, therefore, was to develop an artificial intelligence (AI) algorithm-based tomographic image analysis technique for partial-defect verification of fuel assemblies. With the Monte Carlo (MC) simulation technique, a tomographic image dataset consisting of 511 fuel-rod patterns of a 3 × 3 fuel assembly was generated, and with these images, the VGG16, GoogLeNet, and ResNet models were trained. According to an evaluation of these models for different training dataset sizes, the ResNet model showed 100% pattern estimation accuracy. And, based on the different tomographic image qualities, all of the models showed almost 100% pattern estimation accuracy, even for low-quality images with unrecognizable fuel patterns. This study verified that an AI model can be effectively employed for accurate and fast partial-defect verification of fuel assemblies.

• 대한방사선기술학회지:방사선기술과학
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• 제26권2호
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• pp.37-42
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• 2003

목 적 : 전산화 단층촬영장치는 방사선을 이용한 질병의 진단에 중추적인 역할을 하는 장비이다. 시대의 흐름과 과학기술의 발달로 전산화 단층촬영장치도 그 발전을 거듭해왔고 앞으로도 전산화 단층촬영장치를 이용한 검사는 더욱더 증가하리라 생각된다. 검사의 증가와 함께 산란선에 노출될 기회가 많아질 것이라는 생각 또한 사실이다. 이에 전산화 단층촬영실의 제어실내 환자 보기창 앞과 환자 및 보호자들이 출입하는 출입문 외측 그리고 환자 검사 시 촬영실내에서의 산란선 발생률을 측정하였고 산란선의 피폭을 가장 최소화 할 수 있는 방법을 알아보고자 하였다. 대상 및 방법 : 2001년 11월부터 서울소재 13개 종합병원 및 대학병원에 설치 운용중인 전산화 단층촬영장치 25를 대상으로 하였다. 촬영조건은 피폭선량 측정시 제조업소에서 권고 하고있는 촬영조건을 사용하였고, 이때 피사체는 피폭선량 측정용 DALI CT 피폭선량 측정용 두부용 팬톰(${\phi}16\;cm$ Plexglas)과 복부용 팬톰(${\phi}32\;cm$ Plexglas)을 사용하였다. 산란선의 측정은 환경방사선 측정용 Survey Meter인 Radical Corporation, model $20{\times}5-1800$, Electrometer/Ion chamber, S/N 21740에 Reader(Radiation Monitor Controller model 2026)과 G-M Survey를 이용하였다. 산란선의 측정위치는 전산화 단층촬영실에서 방사선 작업종사자가 주로 활동하는 제어실내 환자 보기창 앞과 환자 및 보호자들이 출입하는 출입문 외측 그리고 피사체 스캔시 등선량중심점(isocenter)으로부터 100 cm되는 지점에서 측정하였다. 결 과 : 각 병원에서 설치 운용중인 전산화 단층촬영실내 작업환경은 해당병원의 상황에 따라 많은 차이를 보이고 있었고 산란선의 발생유무는 다음과 같았다. 1) 전산화 단층촬영장치의 등선량중심점(isocenter)에서부터 제어실내 환자 보기창 사이의 거리는 평균 377 cm이였고 이때 산란선은 거의 검출되지 않은 곳에서부터 약 100 mR/week까지 다양한 분포를 보였으나 주당 허용선량인 $2.58{\times}10^{-5}\;C/kg$(100 mR/week)이내의 조건을 만족하고 있었다. 2) 전산화 단층촬영장치의 등선량중심점(isocenter)에서부터 환자 및 보호자가 출입하는 출입문 외측까지의 거리는 평균 439cm이었고, 이때 산란선은 거의 검출되지 않은 곳부터 다양한 분포를 보였으나 대부분의 병원에서 주당허용선량인 $2.58{\times}10^{-6}\;C/kg$(10 mR/week)이내의 조건을 만족하고 있었다. 3) 피사체를 스캔할 때 등선량중심점(isocenter)에서부터 100 cm되는 곳에서의 산란선량은 장비에 따라 많은 차이가 있었다. 결 론 : 진단용 방사선발생장치에서 전산화 단층촬영장치의 이용은 나날이 증가하고 있고 다른 일반 X-선 촬영과 비교했을 때 진단영역이 매우 높지만 방사선으로 인한 피폭과 산란선에 노출될 가능성이 매우 높다. 전산화 단층촬영실에서 산란선으로부터 조금이라도 자유로워지기 위해서는 설계단계에서부터 충분한 공간 확보가 우선되어야하고 모든 검사에서 방사선사는 최소의 선량으로 최상의 영상을 제공할 수 있는 다양한 기술개발에 더욱 노력을 아끼지 말아야 할 것으로 생각된다.

• Imaging Science in Dentistry
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• 제50권4호
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• pp.365-371
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• 2020

While silent sinus syndrome (SSS) is familiar to otolaryngologists and ophthalmologists, it is a rare clinical entity in dentistry and is likely to be underdiagnosed due to dentists' lack of awareness of this condition. SSS presents a diagnostic challenge to dentists, as patients typically have no history of trauma or sinusitis. The characteristic feature of SSS is a gradual retreat of the maxillary sinus walls, resulting in enophthalmos and hypoglobus. Multidetector (multislice) computed tomography is the imaging modality of choice for SSS and other paranasal sinus diseases. Cone-beam computed tomography promises to be an alternative low-dose imaging modality. This report describes 3 cases of SSS in adults, who had no identified clinical symptoms except diminutive and opacified maxillary sinuses, as well as the inward bowing of the sinus walls as noted on cone-beam computed tomographic imaging.

• Journal of Acupuncture Research
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• 제18권4호
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• pp.1-12
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• 2001

Study design : A retrospective study of lumbar disc herniations using results of follow-up computed tomographic scan examinations. Objective : Lumbar disc herniations is one of the cause low back pain and lower extremity pain. To clarify the lumbar disc herniations morphological changes over time(mean 5.3 years) in order to establish a strategy for treatment. Methods : Sixteen patients with lumbar disc herniations who underwent follow-up computed tomographic scan examinations were studied. The changes over time in herniated disc size(herniation ratio) were evaluated using this scan technique. The initial computed tomographic scan allowed classification of the herniations according to herniation ratio: small, medium and large. Results : Comparison with follow-up computed tomographic scans showed that of the 16 patients, in 14 patients(88%), the herniation ratio(HR) was decreased and among them, 8 patients had complet resolution of herniated disc. In 2 patients with small herniations, the HR of one case was increased, the other was decreased. In 8 patients with medium herniations, the HR of one case had no change, the others was decreased. In 6 patients with large herniation, the HR of all patients was decreased. Interestingly, 4 of the 16 patients showed calcification change of herniated disc. Conclusion : There is no doubt that herniated disc size is decreased over time. The largest herniations were those which had the greatest tendency to decrease in size. But in some cases, the HR was increased, or calcification change was showed.

• Journal of Trauma and Injury
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• 제19권2호
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• pp.196-200
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• 2006

We report a case of celiac artery dissection after abdominal blunt trauma. A 29-year-old man visited the emergency room for acute left periumbilical pain after abdominal blunt trauma from his child. Computed tomography showed a wedge-shaped splenic infarction with splenic artery thrombus. He was hospitalized for careful observation, and after two days, follow-up computed tomographic angiography showed a progressed celiac artery dissection that involved common hepatic artery and an increased extent of splenic infarction. He underwent conventional angiography, and a self-expandable stent was placed between the celiac axis and the common hepatic artery. After two days, follow-up computed tomographic angiography showed good hepatic arterial blood flow via the stent and no progression of splenic infarction. After ten days, he was discharged without complications.

• Imaging Science in Dentistry
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• 제48권2호
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• pp.139-145
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• 2018

Aspergilloma of the maxillary sinus is considered rare in immunocompetent patients, but a considerable increase has recently been seen in the incidence of reported cases. Dental procedures involving the antral region are thought to predispose individuals to this form of aspergillosis. Because aspergilloma shares similar clinical features with other sinus pathologies, its diagnosis may be delayed. Thus, an early diagnosis confirmed by a histopathological examination plays a crucial role in the adequate management of aspergilloma. This article provides a concise review of the reported cases of aspergilloma associated with dental procedures and reports 2 new cases of aspergilloma in middle-aged female patients, with a presentation of their cone-beam computed tomographic findings.

• Imaging Science in Dentistry
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• 제50권4호
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• pp.373-376
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• 2020

This report presents a rare case of ameloblastoma with histopathologic and radiographic calcification, including 3-dimensional cone-beam computed tomographic (CBCT) images. A 22-year-old woman had hard swelling on the right mandible. Panoramic and CBCT images showed multilocular radiolucencies with internal calcification foci in the right mandible. Three-dimensional images clearly showed varying-sized radiopacities within the lesion from various angles. A histopathologic examination showed central squamous differentiation and more densely packed peripheral palisading ameloblastic cells. Many areas of keratin pearls and calcifications were also seen. Four previous reports have described 5 cases of ameloblastoma showing histopathologic calcification. This might be the first report to present the calcification of ameloblastoma on panoramic and CBCT images, especially on 3-dimensional images.

• Imaging Science in Dentistry
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• 제51권1호
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• pp.87-90
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• 2021

The increased use of cone-beam computed tomographic (CBCT) scans has made it increasingly necessary to evaluate incidental findings on CBCT scans. This report describes the case of a 66-year-old female patient who presented to the Department of Oral and Maxillofacial Pathology, Radiology and Medicine at the College of Dentistry of the author's institution and underwent a CBCT scan for maxillary alveolar process implant planning. Upon evaluation of the CBCT scan, a radiopaque (soft tissue attenuation) mass in the left superior aspect of the nasal cavity and left locule of the sphenoid sinus with opacification of the left locule of the sphenoid sinus was incidentally noted. These radiographic findings were suggestive of a space-occupying mass with a high possibility of malignancy. A further medical evaluation confirmed renal cell cancer metastasis to the sphenoid sinus. This study shows the significance of reviewing the entire CBCT scan for incidental findings.

• 한국임상수의학회지
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• 제39권3호
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• pp.107-113
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• 2022

This paper describes the computed tomographic features of ovarian masses in dogs. The CT images of female dogs with a confirmed histological diagnosis of ovarian tumors or ovarian cystic diseases were studied retrospectively. Seven dogs met the inclusion criteria. The morphological features of ovarian tumors and ovarian cystic diseases coincided to a certain degree, but ovarian tumors tended to be predominantly solid. Objective measurements of Hounsfield units (HU) suggest that benign lesions may show lower HU values than malignant tumors and mild contrast enhancement because of the small soft tissue composition. CT is useful for a differential diagnosis of ovarian masses by providing additional information on the imaging features of the masses and an evaluation of metastases.

• Imaging Science in Dentistry
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• 제54권2호
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• pp.147-157
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• 2024

Purpose: The aim of this study was to explore the correlations of cone-beam computed tomographic findings with the apnea-hypopnea index in patients with obstructive sleep apnea. Materials and Methods: Forty patients with obstructive sleep apnea were selected from the ear-nose-throat (ENT) outpatient clinic, Faculty of Medicine, Mansoura University. Cone-beam computed tomography was performed for each patient at the end of both inspiration and expiration. Polysomnography was carried out, and the apnea-hypopnea index was obtained. Linear measurements, including cross-sectional area and the SNA and SNB angles, were obtained. Four oral and maxillofacial radiologists categorized pharyngeal and retropalatal airway morphology and calculated the airway length and volume. Continuous data were tested for normality using the Kolmogorov-Smirnov test and reported as the mean and standard deviation or as the median and range. Categorical data were presented as numbers and percentages, and the significance level was set at P<0.05. Results: The minimal value of the cross-sectional area, SNB angle, and airway morphology at the end of inspiration demonstrated a statistically significant association (P<0.05) with the apnea-hypopnea index, with excellent agreement. No statistically significant difference was found in the airway volume, other linear measurements, or retropalatal airway morphology. Conclusion: Cone-beam computed tomographic measurements in obstructive sleep apnea patients may be used as a supplement to a novel radiographic classification corresponding to the established clinical apnea-hypopnea index classification.