• 산업경영시스템학회지
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• 제39권2호
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• pp.46-53
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• 2016

In mobile communication systems, location management deals with the location determination of users in a network. One of the strategies used in location management is to partition the network into location areas. Each location area consists of a group of cells. The goal of location management is to partition the network into a number of location areas such that the total paging cost and handoff (or update) cost is a minimum. Finding the optimal number of location areas and the corresponding configuration of the partitioned network is a difficult combinatorial optimization problem. This cell grouping problem is to find a compromise between the location update and paging operations such that the cost of mobile terminal location tracking is a minimum in location area wireless network. In fact, this is shown to be an NP-complete problem in an earlier study. In this paper, artificial bee colony (ABC) is developed and proposed to obtain the best/optimal group of cells for location area planning for location management system. The performance of the artificial bee colony (ABC) is better than or similar to those of other population-based algorithms with the advantage of employing fewer control parameters. The important control parameter of ABC is only 'Limit' which is the number of trials after which a food source is assumed to be abandoned. Simulation results for 16, 36, and 64 cell grouping problems in wireless network show that the performance of our ABC is better than those alternatives such as ant colony optimization (ACO) and particle swarm optimization (PSO).

• Progress in Superconductivity
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• 제7권1호
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• pp.41-45
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• 2005

The diagnostic management of patients with chest pain remains a clinical challenge. Magnetocardiography (MCG) has been proposed as a new non-invasive method for detection of myocardial ischemia. To date, however, MCG technique is not intensively introduced for clinical use. One of the main reasons might be the absence of statistically valid and diagnostically clean criteria, which can determine the presence of certain heart disease. In this work, we suggested a new method to classify the diagnostic value of MCG for the detection of coronary artery disease (CAD) in patients with chest pain. MCG was recorded for three groups (healthy subjects and patients without and with CAD) by means of the 64 channel SQUID gradiometer system installed at a hospital. Using four parameters, which were found to be significantly different between groups, we evaluated a probability, in which parameters can be classified into each group based on the distribution function of the parameter in each group. For all parameters, sum of probabilities was compared between groups to determine the presence of CAD. Our classification method shows that the MCG can be a useful tool to predict the presence of CAD with sensitivity and specificity of higher than $80\%$ each.

• Journal of Information Technology Applications and Management
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• 제14권4호
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• pp.43-59
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• 2007

The purpose of the study was to examine the effectiveness of Neuro Feedback training by observing the pre and post brainwave measurement results of about 50 (experimental group 25. comparative group 25) subjects who have shown psychological difficulties in studying. attention deficit, and personalities. The study took place at Neuro Feedback training Center B. in between the months of July 2006 and May 2007. The methodology involved in the study included the Coloring Analysis Program of the Brain Quotient Test. As the brain waves are adjusted by timeseries linear analysis. the brain function quotients can reflect the functional states of the brain. Through the test, three parameters relaxation, attention and concentration-were initially measured for one minute each and the lowest parameter out of the three was selected as the training mode or improvement target. The training took place two or three times a week. for about 40 to 60 minutes per session. Because the clients have come to the training center at different times. the researcher sampled the results of only those who had attended more than 30 training sessions. The tool used to measure the psychological reaction was POMS (Profile of Mood State). while the tool used to measure the emotional and attention-deficit characteristics was the Amen Clinic ADD Type questionnaire. Hypothesis testing included t-test. The result of the study showed the Theta: SMR ratio of (left)p = .013. (right) p = .019. The result also confirmed the differences of both ATQ(left) p = .011. (right)p = .030 and SQ(left) p = .017. (right) p = .022. The result confirmed of emotional p = .000. attention-deficit characteristics p = .000. The result of the study suggest Neuro Feedback technique's possibility in positively affecting the subjects' mental state and attention-deficit characteristics.

• 대한의용생체공학회:의공학회지
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• 제40권2호
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• pp.62-67
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• 2019

The purpose of this study was to evaluate the performance of deep neural network model in order to determine whether there is a risk factor for coronary artery disease based on the cardiac variation parameter. The study used unidentifiable 297 data to evaluate the performance of the model. Input data consists of heart rate parameters, which are SDNN (standard deviation of the N-N intervals), PSI (physical stress index), TP (total power), VLF (very low frequency), LF (low frequency), HF (high frequency), RMSSD (root mean square of successive difference) APEN (approximate entropy) and SRD (successive R-R interval difference), the age group and sex. Output data are divided into normal and patient groups, and the patient group consists of those diagnosed with diabetes, high blood pressure, and hyperlipidemia among the various risk factors that can cause coronary artery disease. Based on this, a binary classification model was applied using Deep Neural Network of deep learning techniques to classify normal and patient groups efficiently. To evaluate the effectiveness of the model used in this study, Kernel SVM (support vector machine), one of the classification models in machine learning, was compared and evaluated using same data. The results showed that the accuracy of the proposed deep neural network was train set 91.79% and test set 85.56% and the specificity was 87.04% and the sensitivity was 83.33% from the point of diagnosis. These results suggest that deep learning is more efficient when classifying these medical data because the train set accuracy in the deep neural network was 7.73% higher than the comparative model Kernel SVM.

• Clinical and Experimental Reproductive Medicine
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• 제50권3호
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• pp.206-212
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• 2023

Objective: The aim of the present study was to evaluate the associations between hematologic parameters related to systemic inflammation and insulin resistance-associated metabolic parameters in women with polycystic ovary syndrome (PCOS). Methods: Eighty-two women between the ages of 18 and 35 years who were diagnosed with PCOS were included in this study. A 2-hour 75-g oral glucose tolerance test (OGTT) was administered to all study participants; fasting and postprandial glucose and insulin levels were measured simultaneously during the 2-hour OGTT. Hematologic parameters were derived from a standard complete blood count and a differential count of fasting-state blood samples. The correlations between hematologic parameters and insulin resistance-associated clinical and metabolic parameters were evaluated using the Spearman rank correlation and partial correlation coefficients. Hematologic parameters related to systemic inflammation were compared between the two groups, categorized by the presence or absence of insulin resistance. Results: Significant differences in the absolute neutrophil count, absolute monocyte count, platelet count, and neutrophil-lymphocyte ratio were found between the insulin-resistant group and insulin-nonresistant group. Correlation analysis found that all hematological parameters, except for the platelet-lymphocyte ratio, were associated with at least one insulin resistance-associated metabolic parameter. However, these significant correlations between hematological and metabolic parameters were attenuated after controlling for the effects of other covariates using partial correlation analysis. Conclusion: The association between hematologic parameters indicative of systemic inflammation and insulin resistance-associated metabolic parameters seems to be strongly influenced by other anthropometric covariates in women with PCOS.

• Tuberculosis and Respiratory Diseases
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• 제44권1호
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• pp.93-103
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• 1997

연구배경 : 만성 폐쇄성 폐질환 환자에서 영양결핍이 흔히 나타나며, 그 원인기전은 섭취의 부족보다는 호흡근의 열량요구량의 증가에 따른 과신진대사로 인하여 상대적인 결핍이 초래되기 때문으로 알려져 있다. 또한 만성 패쇄성 폐질환에서 영양결핍은 폐기능, 근력 및 운동수행능 등의 생리적 척도와도 유의한 상관관계를 보이며, 나아가서는 예후에도 영향을 미치는 독립적인 인자로 보고된 바 있다. 방법 : 만성 폐쇄성 폐질환 환자와 유사연령의 건강한 대조군에서 영양섭취량을 조사하였고, 신체계측과 혈액검사 등의 영양상태의 지표를 평가하였으며, 영양상태의 평가지표들과 만성 폐쇄성 폐질환의 중요한 폐기능지표인 1초간 노력성 호기량과의 상관성을 조사하였다. 결과 : 1) 대상 환자는 남자 25예였으며, 평균연령은 66.1세였고, 1초간 노력성 호기량의 예측치에 대한 비율은 $42{\pm}14%$였다. 대조군은 폐기능이 정상인 건강한 남자 26예였고, 평균연령은 65.0세였다. 2) 1일 열량섭취량/열량요구량 비율은 환자군에서 $107{\pm}28%$, 대조군에서 $94{\pm}14%$로 환자군에서 높은 경향을 보였다(p=0.06). 3) 환자군과 대조군의 비만도가 92.8% 및 101.6%로(p=0.024), 신체비만지수가 $20.0kg/m^2$ 및 $21.9kg/m^2$ 로(p=0.015), 악력이 29.0kg 및 34.3kg으로(p=0.003), 환자군에서 유의하게 낮았으나, 상완삼두근부위 피부두겹두께, 상완위 근육둘레, 알부민 및 총림프구수는 두 군간에 유의한 차이가 없었다. 환자군에서 저체중군의 비율은 40%(10/25)였고, 대조군에서는 15%(4/26)였다. 4) 비만도, 신체비만지수, 상완삼두근부위 피부두겹두께, 상완위 근육둘레 등은 1초간 노력성 호기량과 유의한 상관성이 있었다. 결론 : 이상의 결과에서 만성 패쇄성 폐질환 환자는 저체중과 말초근력의 저하 등 영양결핍의 소견을 보이나, 그 원인이 섭취량은 부족에 기인하지 않음을 알 수 있었으며, 영양상태 평가의 지표들이 1초간 노력성 호기량과 유의하게 상관됨을 알 수 있었다.

• 농약과학회지
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• 제5권3호
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• pp.12-17
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• 2001

5-Benzofuryl-2-[1-(alkoxyimine) alkyl]-3-hydroxycyclohex-2-en-1-one 유도체중에서 2,3-dihydro-2,3,4,6,7-penta-methylbenzofuran-5-yl 그룹이 치완된 화합물(III)들의 벼(직파 및 3엽기)와 강피(Echinochloa crus-galli)에 대한 제초활성을 측정하고 alkoxy-치환체($OR_2$)가 변화함에 따른 구조와 제초활성과의 관계(SAR)를 정량적으로 검토한 결과, 직파벼와 강피 사이의 선택성 조건은 $R_1$=ethyl-이고 $R_2$-기는 비 대칭성의 적정값$(L/B_1)_{opt.}=3.96{\AA}$에 가까운 값을 갖는 치환체 이어야 할 것으로 판단되었다. 그리고 Free-Wilson 분석에 따르면 $R_2$-기는 $C_1{\sim}C_3$의 주로 불포화된 것들 중에서 특히, 3-chloro-2-propenyl기가 강피에 대한 제초활성을 가장 크게 나타내었다.

• 한국지반신소재학회논문집
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• 제21권1호
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• pp.1-10
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• 2022

본 연구에서는 액상화 평가를 위해 적용 가능한 UBC3D-PLM을 활용하고자 상대밀도를 이용한 모델 변수 평가방법을 제안하였다. 또한, 가속도와 간극수압이 측정되고 있는 액상화 발생 지역의 사례에 대한 동적 유효응력해석 즉, 액상화 해석을 수행하여 실측 및 기존 Finn 해석결과와 비교 분석하였다. 본 연구를 통해 제안한 방법은 관련 모델에서 요구하는 필요 변수를 쉽게 평가할 수 있고, 액상화가 발생된 지역에서의 간극수압 거동을 예측할 수 있는 것으로 나타났다. 또한, 연구대상 지역의 경우 실측과 해석 모두 지진 가속도가 최대값에 도달한 후, 일정 시간이 경과한 시점에서 액상화가 발생하는 것으로 나타났다. 본 연구에서 적용한 UBC3D-PLM의 경우 실측과 유사한 과잉간극수압 거동을 예측하였고, 실측과 동일하게 액상화 발생여부를 평가하였다. 특히, 모래층에서의 과잉간극수압이 더 크게 발생하였지만, 실제는 실트층에서 액상화가 발생한 현상을 정확하게 구현하였다. 제안 모델 변수 평가방법과 UBC3D-PLM을 적용한 유한요소해석이 실제와 유사하게 액상화 발생 영역을 평가함으로써 향후 내진 설계 및 보강 시 액상화 보강 영역 선정에 활용될 수 있을 것으로 기대된다.

• 대한한의학방제학회지
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• 제25권4호
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• pp.483-497
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• 2017

Background : Behavioral stress has been suggested as one of the significant factors that is able to disrupt physiological systems and cause depression as well as changes in various body systems. The stressful events can alter cognition, learning, memory and emotional responses, resulting in mental disorders such as depression and anxiety. Results : We used a restraint stress model to evaluate the alteration of behavior and stress-related blood parameter. The animals were randomly divided into two groups of five animals each group. Furthermore, we assessed the change of body weight to evaluate the locomotor activity as well as status of emotional and anxiety in mice. After 7 days of restraint stress, the body weight had significantly decreased in the restraint stress group compared with the control group. We also observed stress-associated behavioral alterations, as there was a significant decrease in open field and forced swim test, whereas the immobilization time was significantly increased in the stress group compared to the control group. We observed the morphological changes of neuronal death and microglia by immunohistochemistry and western blot. In our study restraint stress did not cause change in neuronal cell density in the frontal cortex and CA1 hippocampus region, but there was a trend for an increased COX-2 and iNOS protein expression and microglia (CD11b) in brain, which is restraint stress. Conclusion : Our study, there were significant alterations observed in the behavioral studies. We found that mice undergoing restraint stress changed behavior, confirming the increased expression of inflammatory factors in the brain.

• 한국임상수의학회지
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• 제9권2호
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• pp.407-416
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• 1992

This experiment was conducted to investigate the feed value of dried aloe leaf meal and the changes of blood values in growing pigs A total of 48 three crossbred pig(Landrace${\times}$Yorkshire${\times}$Hampshire) weighing average 25kg initially were randomly distributed into 12 groups of 4 heads(2 females and 2 males) each There groups were alloted on one of the following 3 dietary treatment : non-supplumented diet (control group), diet supplemented with 3% of dried aloe leaf meal(Aloe 3% group), diet supplemented with 6% dried aloe leaf meal(Aloe 6% group). The results obstained in feeding trial for 6 weeks and analysis of blood were summarized as follows : 1. In the chemical composition of dried aloe leaf meal contents of crude protein and crude ash were 9.43% and 15.10%, respectively. Amino acid composition was also inferior to other grain and bran feeds. 2. Daily gain of control, Aloe 3% and 6% groups were 740.5, 658.1 and 197.1 g respectively. Three were significant difference in daily gain among groups( p<0.05) and tended to be decreased with increasing levels of dried aloe leaf meal. 3. Daily feed intake of control, Aloe 3% and Aloe 6% groups were 1,960.5, 1,737.0 and 1,123.0 g, respectively. There were significant differences in daily feed intake among treatments(p<0.05) and tended to be decreased with increasing levels of dried aloe leaf meal. 4. Feed efficiency of control, Aloe 3% and Aloe 6% groups were 2.72, 2.63 and 5.70 respectively. Feed efficiency for pig fed diet supplemented with 3% of dried aloe leaf meal was a little superior to control, although no statistical difference was obstained between two treatments. 5. The digestibilities of dry matter, crude protein, nitrogen free extract and extract were significantly (p<0.05) higher for control group than for Aloe 3% and Aloe 6% groups. But there were no significant differences in digestibility of crude fat and crude fiber between control and Aloe 3% groups. 6. There were no difference between aloe leaf meal administrated groups and control group in blood picture and serum chemistry.