• Nuclear Engineering and Technology
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• 제55권10호
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• pp.3907-3912
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• 2023

Radiation portal monitors (RPMs) installed at airports and harbors to prevent illicit trafficking of radioactive materials generally use large plastic scintillators. However, their energy resolution is poor and radionuclide identification is nearly unfeasible. In this study, to improve isotope identification, a RPM system based on a multi-array plastic scintillator and convolutional neural network (CNN) was evaluated by measuring the spectra of radioactive sources. A multi-array plastic scintillator comprising an assembly of 14 hexagonal scintillators was fabricated within an area of 50 × 100 cm². The energy spectra of ¹³⁷Cs, ⁶⁰Co, ²²⁶Ra, and ⁴K (KCl) were measured at speeds of 10-30 km/h, respectively, and an energy-weighted algorithm was applied. For the CNN, 700 and 300 spectral images were used as training and testing images, respectively. Compared to the conventional plastic scintillator, the multi-arrayed detector showed a high collection probability of the optical photons generated inside. A Compton maximum peak was observed for four moving radiation sources, and the CNN-based classification results showed that at least 70% was discriminated. Under the speed condition, the spectral fluctuations were higher than those under dwelling condition. However, the machine learning results demonstrated that a considerably high level of nuclide discrimination was possible under source movement conditions.

• IMMUNE NETWORK
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• 제20권5호
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• pp.43.1-43.11
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• 2020

Capicua (CIC) is a transcriptional repressor that regulates several developmental processes. CIC deficiency results in lymphoproliferative autoimmunity accompanied by expansion of CD44^hiCD62L^lo effector/memory and follicular Th cell populations. Deletion of Cic alleles in hematopoietic stem cells (Vav1-Cre-mediated knockout of Cic) causes more severe autoimmunity than that caused by the knockout of Cic in CD4⁺CD8⁺ double positive thymocytes (Cd4-Cre-mediated knockout of Cic). In this study, we compared splenic CD4⁺ T cell activation and proliferation between whole immune cell-specific Cic-null (Cic^f/f;Vav1-Cre) and T cell-specific Cic-null (Cic^f/f;Cd4-Cre) mice. Hyperactivation and hyperproliferation of CD4⁺ T cells were more apparent in Cic^f/f;Vav1-Cre mice than in Cic^f/f;Cd4-Cre mice. Cic^f/f;Vav1-Cre CD4⁺ T cells more rapidly proliferated and secreted larger amounts of IL-2 upon TCR stimulation than did Cic^f/f;Cd4-Cre CD4⁺ T cells, while the TCR stimulation-induced activation of the TCR signaling cascade and calcium flux were comparable between them. Mixed wild-type and Cic^f/f;Vav1-Cre bone marrow chimeras also exhibited more apparent hyperactivation and hyperproliferation of Cic-deficient CD4⁺ T cells than did mixed wild-type and Cic^f/f;Cd4-Cre bone marrow chimeras. Taken together, our data demonstrate that CIC deficiency at the beginning of T cell development endows peripheral CD4⁺ T cells with enhanced T cell activation and proliferative capability.

• 한국의학물리학회지:의학물리
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• 제26권1호
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• pp.28-35
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• 2015

본 논문에서는 반복적 구성 기법과 관전류 노출자동조절 기법이 영상의 화질과 방사선량에 미치는 영향을 관상동맥 전산화단층촬영 혈관조영 영상(coronary computed tomography angiography, CCTA)을 대상으로 팬텀 실험에 기반하여 평가하고자 한다. 이를 위하여 미국 의학물리학회(American Association of Physics in Medicine) 표준의 성능 평가 팬텀을 320 다중검출열 CT로써 촬영하였다. 80 kVp, 100 kVp, 120 kVp의 관전압에 있어서, 관전류 노출자동조절 기법은 저선량 목표 표준편차(SD=44)와 고선량(목표 표준편차=33)의 두 가지 설정으로써 촬영하였다. 재구성 변수로서는 필터보정 역투영(FBP)와 반복적 재구성 방법을 설정하여, 전부 12개의 재구성 영상을 획득하였다(12=3 (80, 100, 120 kVp)${\times}2$ (저선량(목표SD=44), 고선량(목표SD=33))${\times}2$ (필터보정역투영, 반복적 재구성). 영상의 화질은 잡음의 세기(표준편차), 변조전달함수, 대조대잡음비(CNR)에 의하여 평가하였으며, 관전압과 관전류 노출자동조절 기법에서의 목표 선량과 대소 및 재구성 기법의 선택이 화질과 방사선량에 미치는 영향을 관찰하였다. 반복적 재구성 기법은 필터보정역투영 기법보다 영상 잡음을 대폭 감소시켰으며 이는 저선량의 경우 더욱 뚜렷하였다. 즉, 잡음의 세기는 관전류 노출자동조절의 설정이 고선량 (목표SD=33)과 저선량(목표SD=44)인 경우, 각각 평균 38%와 평균 46% 감소하였다. 반복적 재구성 기법에 의하여, 변조전달 함수에 의한 공간적 해상도의 평가에 있어서 미약한 감소를 보였으나, 이로써 잡음 저감과 대조대잡음비(CNR)에 있어서의 현저한 개선을 상쇄할 정도의 영향에는 미치지 못 하였다. 결과적으로, 관상동맥 전산화단층촬영 혈관조영 영상의 획득에서 있어서, 반복적 재구성 기법과 관전류 노출자동조정 기법을 동시에 사용하는 것은 영상의 화질을 개선하면서 공간적 해상도의 저하 등 그 부작용은 최소화함으로써, 합리적으로 획득 가능한 한 최소한의 선량 (ALARA)의 원칙에 충실한 실제 임상적 효과를 의미한다고 기대할 수 있다.

• 대한한방내과학회지
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• 제41권6호
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• pp.1231-1244
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• 2020

Objective: This study was conducted to report the glucose-lowering effect and safety of herbal extracts in patients with type 2 diabetes mellitus. Methods: We investigated 21 patients with type 2 diabetes mellitus who were administered Daeshiho-tang, Bojungikgi-tang, Jowiseunggi-tang, and Hoechunyanggyeok-san at Kyung-Hee University Korean Medical Hospital from 2014 to 2019. The hypoglycemic effect of the herbal extracts was assessed by comparing blood glucose levels, including fasting blood sugar (FBS) and 2-hour postprandial glucose (PP2) levels. For safety assessment, the effects of herbal extracts on liver and kidney function were analyzed by liver function tests, including aspartate aminotransferase (AST), alanine aminotransferase (ALT), and γ-glutamyltransferase (GGT), and kidney function tests, including blood urea nitrogen (BUN) and creatinine (Cr). Patients were stratified according to their glycated hemoglobin (<6.5 or >6.5) levels and the kind of herbal extract used for treatment. Results: After administration of herbal extracts, FBS and PP2 significantly decreased to 20.24 mg/dL and 35.0 mg/dL respectively. Subgroup analysis revealed that, regardless of the glycated hemoglobin level, FBS and PP2 were significantly reduced in both groups. The safety profile showed no significant difference before and after taking herbal extracts. Conclusions: Daeshigo-tang, Bojungikgi-tang, Jowiseunggi-tang, and Hoechunyanggyeok-san may show the further glucose-lowering effects on patients with type 2 diabetes mellitus who have already treated with anti-hyperglycemic agents.