• 대한영상의학회지
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• 제82권2호
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• pp.406-416
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• 2021

목적 원발성 비점액성 직장암 환자에서 자기공명영상 기반 텍스처 분석 변수와 Kirsten rat sarcoma viral oncogene homolog (이하 KRAS) 유전자 변이와의 연관성을 조사한다. 방법 조직학적으로 비점액성 직장 선암종으로 진단받고 KRAS 유전자 정보가 있으며 치료 전 직장 자기공명영상을 시행한 79명의 환자를 훈련 데이터셋(n = 46)과 검증 데이터셋(n = 33)으로 나누었다. 텍스처 분석은 축상면 T2 강조영상에서 시행되었다. 텍스처 변수와 KRAS 유전자 변이와의 연관성은 Mann-Whitney U 검정을 통해 통계적으로 분석하였다. 수신기작동 특성 곡선(receiver operating characteristic) 분석을 이용하여 KRAS 유전자 변이를 예측하기 위한 최적의 절단값을 산출하였다. 이 절단값은 검증 데이터셋을 사용해 검증되었다. 결과 훈련 데이터셋에서 왜도(skewness)는 유전자 변이가 있는 집단(n = 22명)에서 유전자 변이가 없는 집단(n = 24명)보다 유의하게 높았다(0.221 ± 0.283; -0.006 ± 0.178, p = 0.003). 왜도의 곡선 하 면적 값(area under the curve)은 0.757 (95% 신뢰구간, 0.606-0.872)로 정확도는 71%, 민감도는 64%, 특이도는 78%였다. 다른 텍스처 변수들은 두 집단 간 유의한 차이를 보이지 않았다(p > 0.05). 검증 데이터셋에 절단값 0.078을 적용하였을 때 정확도는 76%, 민감도는 86%, 특이도는 68%였다. 결론 원발성 비점액성 직장암 환자에서 왜도는 KRAS 유전자 변이와 연관성을 보였다.

• Journal of Dairy Science and Biotechnology
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• 제35권3호
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• pp.202-207
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• 2017

본 연구에서는 반응표면분석법을 활용하여 균질 조건, 저장 온도, 저장 기간 등이 유지방의 크림화와 상층부와 하층부의 지방 함량 변화 등에 대해 미치는 영향을 분석하고, 최적의 균질 효율을 갖는 조건들을 예측하고자 실시하였다. 반응표면분석법의 독립변수로는 균질압, 저장 온도, 저장 기간을 설정하였고, -1, 0, 1의 3수준으로 20개의 실험구를 설계하여 종속변수인 creaming, USPHS code, 상층부의 $D_{4,3}$, 하층부의 $D_{4,3}$에 대해 실험을 실시하였다. 반응표면분석과 회귀분석 결과, 균질한 우유의 실험 데이터와 RSM에 의해 예측된 값들간의 상관계수는 0.8 이상의 상관성을 보였다. 반응표면분석의 최적화 결과, $10^{\circ}C$에서 15일의 저장 기간 동안 3 mm 이하의 크림화를 유지하기 위해서는 14 MPa 이상의 균질압이 요구되고, $20^{\circ}C$에서 15일의 저장 기간 동안 3 mm 이하의 크림화를 유지하기 위해서는 17 MPa 이상의 균질압이 요구된다. $10^{\circ}C$에서 15일의 저장 기간 동안 USPHS code를 10% 미만으로 유지하기 위해서는 16.8 MPa의 균질압이 요구되며, $20^{\circ}C$에서 15일 동안의 저장 기간을 유지하기 위해서는 23.1 MPa의 균질압이 요구된다.

• Journal of Radiation Protection and Research
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• 제13권1호
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• pp.8-20
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• 1988

영광 원자력 발전소 영광 1, 2호기로부터 대기방출되는 I-131에 의한 주민피폭선량을 ICRP 29에서 제안한 계통해석법 (system analysis method)으로 계산하였고, I-131의 연간 섭취에 의한 갑상선의 실효 예탁선량당량을 ICRP 29와 ICRP 30의 개념을 결합하여 계산하였다. 그리고 계산에 사용한 모델의 감도(sensitivity)와 견고도(robustness)도 아울러 분석 평가하였다. 단기방출에 따른 최대 연간 개인피폭선량 계산결과는 정상가동에 따른 연속방출가정에 의한 계산결과보다 1.4내지 1.7배나 높았고, 연간 핵연료 손상율이 0.12%인 경우, 갑상선에 대한 집단피폭선량은 3.05${\times}10^{-3}$man-thyroid-Sv으로서 GASPAR 전산코드에 의한 값 2.31${\times}10^{-3}$man-thyroid-Sv보다 높았다. 사용한 모델의 평균 견고도 지수는 0.5이하로 변수값에 많은 영향을 받는 것으로 나타났으며, 경구섭취를 통한 각 피폭경로의 감도 계산결과 유아의 경우는 우유를 통하여, 그리고 소아, 십대 및 성인의 경우는 농작물을 통한 피폭이 가장 민감한 것으로 나타났다.

• 동의생리병리학회지
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• 제23권3호
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• pp.645-661
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• 2009

The water extract of Dohongsamul-Tang(DHSMT) has been traditionally used to stroke and brain injuries in Oriental Medicine. The present study was designed to investigate the effects of DHSMT on the gene expression profile of cerebral infarction by cDNA microarray in photothrombotic ischemia mouse model. Photothrombotic ischemia was induced in stereotactically held male BALB/c mice using rose bengal and cold light. MRI was performed 24 hours after inducing photothrombosis using 1.5 T MRI and 47 mm surface coil to obtain T2-weighted, and contrast-enhanced images. After MRI test, animal was sacrificed and the brain sections were stained for hematoxylin and eosin and immunohistochemistry. MRI and histological analysis revealed that lesion of thrombotic ischemia was well induced in the cortex with the evidence of biological courses of infarction. The target area of thrombotic infarction was 1 mm anterior to bregma and 3 mm lateral to midline with 2 mm in diameter, which were decreased by administration of DHSMT. To assess gene expression pattern of cerebral infarction, mRNA was isolated and reacted with microarray chip(Agilant's DNA Microarray 44K). Scatter and MA plot analysis were performed to clustering of each functional genes. M value [M=log2(R/G), A={log2(R ${\times}$ G)}/2] was between -0.5 and +0.5 with 40% difference. After pretreatment with DHSMT, the expression levels of mRNA of many genes involved in various signaling pathway such as apoptosis, cell cycle, cell proliferation, response to oxidative stress, immune response, angiogenesis, and inflammatory cytokine were markedly inhibited in photothrombotic ischemia lesion compared to the control group. These results suggest that DHSMT prevent ischemic death of brain on photothrombotic ischemia model of mice through modulation of gene expression at the transcriptional level.

• 유통과학연구
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• 제15권6호
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• pp.77-96
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• 2017

Purpose - This study aims to develop correspondence strategies to the environment change in domestic retail store types. Recently, new types of retails have emerged in retail industries. Therefore, trade area platform has developed focusing on the speed of data, no longer trade area from district border. Besides, 'trade area smart' brings about change in retail types with the development of giga internet. Thus, context shopping is changing the way of consumers' purchase pattern through data capture, technology capability, and algorithm development. For these reasons, the sales estimation model has been shown to be flawed using the notion of former scale and time, and it is necessary to construct a new model. Research design, data, and methodology - This study focuses on measuring retail change in large multi-shopping mall for the outlook for retail industry and competition for trade area with the theoretical background understanding of retail store types and overall domestic retail conditions. The competition among retail store types are strong, whereas the borders among them are fading. There is a greater need to analyze on a new model because sales expectation can be hard to get with business area competition. For comprehensive research, therefore, the research method based on the statistical analysis was excluded, and field survey and literature investigation method were used to identify problems and propose an alternative. In research material, research fidelity has improved with complementing research data related with retail specialists' as well as department stores. Results - This study analyzed trade area survival and its pattern through sales estimation and empirical studies on trade areas. The sales estimation, based on Huff model system, counts the number of households shopping absorption expectation from trade areas. Based on the results, this paper estimated sales scale, and then deducted modified probability model. Conclusions - In times of retail store chain destruction and off-line store reorganization, modified Huff model has problems in estimating sales. Transformation probability model, supplemented by the existing problems, was analyzed to be more effective in competitiveness business condition. This study offers a viable alternative to figure out related trade areas' sale estimation by reconstructing new-modified probability model. As a result, the future task is to enlarge the borders from IT infrastructure with data and evidence based business into DT infrastructure.

• 디지털융복합연구
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• 제15권7호
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• pp.97-109
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• 2017

국내 자동차 보급률은 매년 3%대로 성장하고 있으나 꾸준한 가격인상으로 중고자동차를 구매하는 소비자가 늘고 있다. 그럼에도 불구하고 중고차 수출시장은 최근 주요국가의 수입 규제와 수출단지의 낙후된 환경 등으로 인해 하락세가 예상되고 있는 실정이다. 따라서 본 연구는 Fuzzy-AHP를 통해 새롭게 조성하는 인천항 중고자동차 물류단지에 대한 운영 요인을 도출하여 현실적인 운영방안을 제시하고자 하였다. Fuzzy-AHP는 각 계층 속성의 중요도를 산출하고 인간의 언어적인 모호함을 퍼지 수로 변환하는 방법론으로 현실적인 의사결정 방안을 제시할 수 있다. 운영요인 분석 결과 대요인에서는 물류단지비용요인이 가중치 0.306을 기록하여 가장 중요한 요인으로 도출되었으며 세부요인은 단지임대료, 단지 접근성, 물류부지규모 순으로 높게 나타났다. 선진화된 중고자동차 물류단지를 위해 경쟁력 있는 임대료 산정이 필요하며 임대료 지원 정책 실현 및 자유무역지구 지정을 고려해야한다 또한 해외 바이어를 위한 접근 인프라 확충 및 단지규모 확보가 필요하며 정부 차원의 전반적인 제도 개선 및 미래를 위한 IT 시스템의 도입이 필요하다.

• 한국지진공학회논문집
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• 제15권2호
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• pp.53-60
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• 2011

최근 구조물의 사용성이 설계시 중요한 항목으로 대두되면서 구조물의 안전성 뿐만 아니라, 구조물 내 거주자 및 고가의 장비에도 영향을 주는 기계진동을 저감시키기 위한 연구가 활발히 진행되고 있다. 기계진동은 기초의 질량과 가진 질량의 비로 나타낼 수 있는 질량비에 의존하게 되는데, 이러한 질량비는 사용성 기준에서 제시한 구조물의 가속도 허용치 내에서 결정할 수 있다. 본 논문에서는 진동 사용성에 대한 문제를 해결하기 위해 수치적인 접근과 실제 구조물의 적용성을 검증하고, 대형 진동대 장비가 설치된 시설에 적용하여 실험한 해석적 연구를 바탕으로 인체진동특성에 대한 사용성을 평가함과 동시에 최적의 질량비를 확인하였다. 단자유도로 수치해석한 결과값은 실제 구조물을 유한요소 해석한 결과와 잘 부합하여 Spring-Damper Model로 이상화하는 것이 유효한 것으로 판단되었다. 또한 ISO 2631 기준에서 제시한 사용성 한계인 0.8 $m/sec^2$과 비교한 결과, 실제 구조물의 자중을 고려한 진동대와 콘크리트 기초의 최적 질량비는 0.013이하여야 함을 확인하였고, 예제 실험 시설은 진동실험에 대해 적정질량비를 가지고 있음을 확인하였다.

• 토지주택연구
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• 제8권3호
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• pp.171-180
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• 2017

In 1990s, as the extreme weather events according to the global warming climate change are occurred frequently all around the world and the scale of the damage increases, the developed countries are promoting various policies for reducing greenhouse gas emissions setting the goal of greenhouse gas reduction with the level of State and local government. Especially for the greenhouse gas reduction of buildings and the inducement of eco-friendly design, the green certification system is strengthened with the assessment of energy and greenhouse management, and recently, according to the policy change of climate and energy, the certification system expanded from the buildings to the level of city and district is piloted. So this research is to understand the main contents and the assessment system of domestic green building certification system implemented in March 2013 in response to the policy change of climate and energy and to suggest the basic data for the improvement of present domestic greenhouse certification standard through the analysis of actual certification and the main case analysis of international green certification system. Recently in developed countries, in 1990s, for the reduction of building's greenhouse gas emission and the inducement of eco-friendly design, from the building of LEED, BREEAM, DGNB to the level of city and district such as LEED Neighborhood Development, BREEAM Communities, DGNB Stadtquartiere, the system is expanded and piloted. On the contrary, as for the domestic standard of green building certification system, the distribution ratio according to the assessment items in each category consists of the assessment system based on the buildings, and just the simple adjustment of some items and the improvement of weighted value are performed. Actually, as a result of selecting the 30 districts of apartment housing with the most certification performance by use among the 49 buildings certified by Institute of Land & Housing from December 2014 to July 2016 and analyzing the assessment score, the certification level is determined by the sectors of high distribution like indoor environment and energy not by the ineffective sector of external environment with low distribution so this system has a limitation to perform the practical means for the policy change of climate and energy. Thus for the national green building certification standards, the assessment system in the sector of external environment is to complemented and furthermore, reflecting domestic reality, through the introduction of certification system and the assessment system with the level of city and district, this system should be improved to meet the international certification standard.

• 한국입자에어로졸학회지
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• 제17권4호
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• pp.91-106
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• 2021

Daily PM_2.5 was collected during summer period in 2020 in Gwangju to investigate its chemical and light absorption properties. In addition, real-time light absorption coefficients were observed using a dual-spot 7-wavelength aethalometer. During the study period, SO₄^2- was the most important contributor to PM_2.5, accounting for on average 33% (10-64%) of PM_2.5. The chemical form of SO₄^2- was appeared to be combination of 70% (NH₄)₂SO₄ and 30% NH₄HSO₄. Concentration-weighted trajectory (CWT) analysis indicated that SO₄^2- particles were dominated by local pollution, rather than regional transport from China. A combination of aethalometer-based and water-extracted brown carbon (BrC) absorption indicated that light absorption of BrC due to aerosol particles was 1.6 times higher than that due to water-soluble BrC, but the opposite result was found in absorption Ångström exponent (AAE) values. Lower AAE value by aerosol BrC particles was due to the light absorption of aerosol BrC by both water-soluble and insoluble organic aerosols. The BrC light absorption was also influenced by both primary sources (e.g., traffic and biomass burning emissions) and secondary organic aerosol formation. Finally the ATR-FTIR analysis confirmed the presence of NH₄⁺, C-H groups, SO₄^2-, and HSO₄^2-. The presence of HSO₄^2- supports the result of the estimated composition ratio of inorganic sulfate ((NH₄)₂SO₄) and bisulfate (NH₄HSO₄).

• Journal of Preventive Medicine and Public Health
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• 제57권3호
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• pp.288-297
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• 2024

Objectives: This study explored the prevalence and predictors of alcohol and cannabis co-use among 9263 Filipino adolescents, using data from the 2019 Global School-based Student Health Survey (GSHS). Methods: We conducted a cross-sectional secondary analysis of the GSHS, targeting adolescents aged 13-17 years and excluding cases with incomplete data on alcohol and cannabis use. Our analysis employed the bivariate chi-square test of independence and multivariable logistic regression using Stata version 18 to identify significant predictors of co-use, with a p-value threshold set at 0.05. Results: The weighted prevalence of co-users was 4.2% (95% confidence interval [CI], 3.4 to 5.3). Significant predictors included male sex (adjusted odds ratio [aOR], 4.50; 95% CI, 3.31 to 6.10; p<0.001) and being in a lower academic year, specifically grade 7 (aOR, 4.08; 95% CI, 2.39 to 6.99; p<0.001) and grade 8 (aOR, 2.20; 95% CI, 1.30 to 3.72; p=0.003). Poor sleep quality was also a significant predictor (aOR, 1.77; 95% CI, 1.29 to 2.44; p<0.001), as was a history of attempted suicide (aOR, 5.31; 95% CI, 4.00 to 7.06; p<0.001). Physical inactivity was associated with lower odds of co-use (aOR, 0.45; 95% CI, 0.33 to 0.62; p<0.001). Additionally, non-attendance of physical education classes (aOR, 1.48; 95% CI, 1.06 to 2.05; p=0.021), infrequent unapproved parental checks (aOR, 1.37; 95% CI, 1.04 to 1.80; p=0.024), and lower parental awareness of free-time activities (aOR, 0.63; 95% CI, 0.45 to 0.87; p=0.005) were associated with higher odds of co-use. Factors not significantly linked to co-use included age group, being in grade 9, always feeling lonely, having no close friends, being bullied outside school, and whether a parent or guardian understood the adolescent's worries. Conclusions: The findings highlight the critical need for comprehensive interventions in the Philippines, addressing not only physical inactivity and parental monitoring but also focusing on sex, academic grade, participation in physical education classes, sleep quality, and suicide attempt history, to effectively reduce alcohol and cannabis co-use among adolescents.