• Imaging Science in Dentistry
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• 제52권2호
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• pp.187-195
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• 2022

Purpose: This study developed a convolutional neural network (CNN) model to diagnose maxillary sinusitis on panoramic radiographs(PRs) and cone-beam computed tomographic (CBCT) images and evaluated its performance. Materials and Methods: A CNN model, which is an artificial intelligence method, was utilized. The model was trained and tested by applying 5-fold cross-validation to a dataset of 148 healthy and 148 inflamed sinus images. The CNN model was implemented using the PyTorch library of the Python programming language. A receiver operating characteristic curve was plotted, and the area under the curve, accuracy, sensitivity, specificity, positive predictive value, and negative predictive values for both imaging techniques were calculated to evaluate the model. Results: The average accuracy, sensitivity, and specificity of the model in diagnosing sinusitis from PRs were 75.7%, 75.7%, and 75.7%, respectively. The accuracy, sensitivity, and specificity of the deep-learning system in diagnosing sinusitis from CBCT images were 99.7%, 100%, and 99.3%, respectively. Conclusion: The diagnostic performance of the CNN for maxillary sinusitis from PRs was moderately high, whereas it was clearly higher with CBCT images. Three-dimensional images are accepted as the "gold standard" for diagnosis; therefore, this was not an unexpected result. Based on these results, deep-learning systems could be used as an effective guide in assisting with diagnoses, especially for less experienced practitioners.

• Nuclear Engineering and Technology
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• 제54권6호
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• pp.1982-1990
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• 2022

The purpose of this study was to verify the possibility of fuel rod pattern analysis in a fresh fuel assembly using the Yonsei single-photon emission computed tomography (YSECT) system. The YSECT system consisted of three main parts: four trapezoidal-shaped bismuth germanate scintillator-based 64-channel detectors, a semiconductor-based multi-channel data acquisition system, and a rotary stage. In order to assess the performance of the prototype YSECT, tomographic images were obtained for three representative fuel rod patterns in the 6 × 6 array using two representative image-reconstruction algorithms. The fuel-rod patterns were then assessed using an in-house fuel rod pattern analysis algorithm. In the experimental results, the single-directional projection images for those three fuel-rod patterns well discriminated each fuel-rod location, showing a Gaussian-peak-shaped projection for a single 10 mm-diameter fuel rod with 12.1 mm full-width at half maximum. Finally, we successfully verified the possibility of the fuel rod pattern analysis for all three patterns of fresh fuel rods with the tomographic images obtained by the rotational YSECT system.

• Imaging Science in Dentistry
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• 제30권1호
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• pp.23-32
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• 2000

Purpose : The purpose of this study is to compare radiographic techniques for the diagnostic accuracy in the detection of osteophytes of the mandibular condyle. Material and Methods : A series of bone chips were placed at four locations on the condylar head of a dried human skull. Eight radiographic techniques such as panoramic, transcranial, infracranial, transorbital, reverse-Towne's, submentovertex, multidirectional tomographic and computed tomographic techniques were compared. Three oral radiologists were asked to rate the lesions by four stage score. The statistical analysis was performed by ANOVA test. Results: For the detection of lateral osteophyte, transcranial, infracranial, transorbital and reverse-Towne' s views showed superiority. Also, transcranial and infracranial views showed superiority for medial osteophyte. While for the detection of superior and anterior osteophyte, panoramic, transcranial, infracranial, transorbital views showed superiority. Lateral tomograph showed superiority for the detection of superior and anterior osteophyte, but it showed inferiority for lateral and medial osteophyte. And antero-posterior tomograph showed superiority for the detection of all osteophytes. Axial computed tomograph showed superiority for the detection of all osteophytes, and coronal computed tomograph showed superiority for lateral, medial and superior osteophytes. While reconstructed sagittal computed tomograph showed relatively superiority for the detection of anterior and superior osteophytes. Conclusion : The conventional radiographs can be used for the detection of bony changes of the mandibular condyle, and tomograph or computed tomograph can be used additionally when it is difficult to detect bony changes on conventional radiographs.

• 한국임상수의학회지
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• 제27권6호
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• pp.686-692
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• 2010

컴퓨터 단층촬영술(computed tomography; CT)은 인의에서 췌장염의 진단 기준으로 이용되고 있으며, Balthazar CT severity index (CTSI)는 CT 영상을 바탕으로 췌장 괴사 부위를 측정하여 췌장염의 심각도를 평가하는 지수이다. 본 연구에서는, 25마리의 비글견을 정상 그룹과 대조군, 자가 담즙 주입을 통해 급성 괴사성 췌장염을 유발한 실험군으로 나누어 Balthazar CTSI 측정 결과와 조직 검사 결과를 비교하였다. 정상 개의 췌장의 Hounsfield unit (HU)은 $52.44{\pm}4.58$ 이었고, 급성 괴사성 췌장염에서는 유의적으로 감소하였다(P < .05). 조영 증강 CT 영상에서 확인한 췌장 실질의 괴사 부위를 찾아 Balthazar CTSI를 계산한 결과 조직 검사 결과와 밀접한 상관 관계를 보였으며, 민감도 100%, 특이도 88.89%로 확인되었다. Balthazar CTSI는 급성 췌장염이 발생한 개에서 심각도 평가에 유용한 방법으로 판단된다.

• 대한의용생체공학회:의공학회지
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• 제12권1호
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• pp.43-48
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• 1991

As the computerized methods and equipments In nuclear medicine imaging increases, quantitative information is needed on the single photon emission computed tomographic Images as well as on the conventional nuclear medicine images. In this paper, the authors investigated the effect of several clinician - friendly reconstrution filters on the resultant transverse slices of backprojected Profiles of radioisotope distribution from the Quantitative point of view, and reduced the filter parameters such as cutoff frequency and order of filter which are neces mary to minimize the quantification error using computer-generated phantoms.

• Imaging Science in Dentistry
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• 제43권3호
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• pp.209-213
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• 2013

It has been a challenge to establish the accurate diagnosis of developmental tooth anomalies based on periapical radiographs. Recently, three-dimensional imaging by cone beam computed tomography has provided useful information to investigate the complex anatomy of and establish the proper management for tooth anomalies. The most severe variant of dens invaginatus, known as dilated odontome, is a rare occurrence, and the cone beam computed tomographic findings of this anomaly have never been reported for an erupted permanent maxillary central incisor. The occurrence of talon cusp occurring along with dens invaginatus is also unusual. The aim of this report was to show the importance of cone beam computed tomography in contributing to the accurate diagnosis and evaluation of the complex anatomy of this rare anomaly.

• 한국콘텐츠학회논문지
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• 제12권10호
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• pp.349-356
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• 2012

관상동맥 죽상경화반(atheromatous plaque)의 진단에 있어 혈관내초음파(Intravascular Ultrasound: IVUS)와 비교하여 심장전산화단층촬영(Cardiac Computed Tomographic Angiography: CCTA)의 진단 정확도를 알아보고, IVUS에서 발견된 죽상경화반의 성상을 CCTA에서 전산화단층촬영 수치(Hounsfield Unit: HU)로 구하고자 하였다. 2006년 4월부터 2008년 8월까지 관상동맥질환(Coronary Artery Disease: CAD)으로 확진 되었거나 CAD가 의심스러운 환자들 중 CCTA를 시행하여 죽상경화반을 발견하고 추후 IVUS를 시행한 200명의 환자를 대상으로 하였다. CCTA후 IVUS를 시행한 200명의 환자에서 476개의 죽상경화반이 발견되었으며, CCTA에서는 460개의 죽상경화반이 발견되었다. IVUS의 결과는 soft plaque(n; 84), fibrous plaque(n; 63), mixed plaque(n; 97), calcific plaque(n; 232)이었다. 이 결과에 따라 IVUS에서 분류된 죽상경화반의 HU는 soft plaque : $53.8{\pm}10.5$, fibrous plaque : $108.1{\pm}20.0$, mixed plaque : $371.2{\pm}113.1$, 그리고 calcific plaque : $731.0{\pm}160.4$ 이었으며, CCTA에서 민감도와 신뢰구간은 97%, 95.0-98.3이었다. CCTA를 이용한 관상동맥 죽상경화반의 진단을 위한 이번 연구에서 IVUS와 비교하여 높은 민감도와 신뢰구간을 확인할 수 있었고, IVUS 결과를 기준으로 CCTA에서 분석한 HU를 통해 죽상경화반의 성상을 구분할 수 있어 CAD 환자의 치료에 도움을 줄 수 있을 것으로 기대된다.

• Restorative Dentistry and Endodontics
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• 제43권1호
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• pp.8.1-8.1
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• 2018

• 대한수의학회지
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• 제50권4호
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• pp.311-317
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• 2010

Recently the micropig has been developed as human disease model. The dental and orofacial region of micropig is similar to that of humans, so it has been used for testing implant materials and techniques. The purpose of this study is on dental image at each age using radiography and computed tomography. Total twenty-two male micropigs, two or three animals of each 1, 3, 5, 7, 9, 12, 18 and 24 months old, were given radiographic examinations. After general anesthesia, extra- and intra-oral radiographic technique and computed tomographic scans were performed to assess the dental characterization of micropigs. The total deciduous dental formula comprised 28 teeth and was depicted as Di 3/3, Dc 1/1, Dp 3/3. The total permanent dental formula comprised 44 teeth and was depicted as I 3/3, C 1/1, P 4/4, M 3/3. Hypodontia of the first premolars was common in the micropig. The permanent teeth erupted from 3 to 24 month after birth. The sequence of eruption of the permanent teeth was M1, P1, I3, C, M2, I1 + P3 + P4, P2, I2, M3. Dental imaging enables visualization of the unerupted teeth and gives more information about the development of the teeth. The growth pattern of the teeth obtained through radiographic and computed tomographic examination provides basic data in the micropig as animal model for dental research.

• Journal of Korean Neurosurgical Society
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• 제40권3호
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• pp.189-192
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• 2006

Spontaneous dissection of the anterior cerebral artery is an unusual cause of subarachnoid hemorrhage. We present a case of a dissecting aneurysm of the anterior cerebral artery presenting with subarachnoid hemorrhage. A 51-year-old woman presented to our hospital with severe headache. Neurological examination demonstrated neck stiffness, decreased visual acuity of the left eye, and left ankle weakness. Computed tomographic scans showed subarachnoid hemorrhage. The initial cerebral angiogram demonstrated a slightly narrowed caliber and mild poststenotic dilation of the right A1 segment. A second cerebral angiogram 14 days later revealed no change in the focal narrowing of the proximal A1 segment but marked progression of the dilatation of the distal A1 segment. Right pterional craniotomy was performed. A sausage-like dilation of the right A1 segment was found with no definite mural hematoma. This abnormal right A1 segment was wrapped with a Sundt clip. A postoperative computed tomographic scan revealed Infarction of the right head of the caudate nucleus and the anterior limb of the right internal capsule. If a dissecting aneurysm is suspected, serial angiographic studies should be performed because of the possibility of dynamic changes over a short period.