• Geomechanics and Engineering
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• 제33권3호
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• pp.231-242
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• 2023

This paper represents a comparative study in which Gene Expression Programming (GEP), Group Method of Data Handling (GMDH), and multiple linear regressions (MLR) were utilized to derive new equations for the prediction of time-dependent bearing capacity of pile foundations driven in cohesive soil, technically called pile set-up. This term means that many piles which are installed in cohesive soil experience a noticeable increase in bearing capacity after a specific time. Results of researches indicate that side resistance encounters more increase than toe resistance. The main reason leading to pile setup in saturated soil has been found to be the dissipation of excess pore water pressure generated in the process of pile installation, while in unsaturated conditions aging is the major justification. In this study, a comprehensive dataset containing information about 169 test piles was obtained from literature reviews used to develop the models. to prepare the data for further developments using intelligent algorithms, Data mining techniques were performed as a fundamental stage of the study. To verify the models, the data were randomly divided into training and testing datasets. The most striking difference between this study and the previous researches is that the dataset used in this study includes different piles driven in soil with varied geotechnical characterization; therefore, the proposed equations are more generalizable. According to the evaluation criteria, GEP was found to be the most effective method to predict set-up among the other approaches developed earlier for the pertinent research.

• Clinical and Experimental Pediatrics
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• 제51권1호
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• pp.54-61
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• 2008

목 적 : 특발성 신증후군의 연구를 위하여 병태생리 및 임상소견과 유사한 실험적 puromycin aminonucleoside(PAN) 신증을 이용하는데 본 연구는 배양한 사구체 상피세포에 대한 PAN의 영향을 통하여 신증후군의 주 원인 병태생리인 단백뇨의 기전을 밝히고자 하였다. 방 법 : 사구체 상피세포를 배양한 후 다양한 농도의 PAN과 항산화제를 투여하여 전자현미경관찰, 반응성 산소종 투과율 변화, confocal microscopy 등을 통하여 족세포성분의 변화를 관찰하였다. 결 과 : 사구체 상피세포의 초고배율소견에서 PAN에 의해 세포간극이 벌어지고 표면의 미세돌기가 단축되는 변화를 볼 수 있었다. 이러한 세포간극의 변화는 세포막부분의 ZO-1에 대한 면역형광검사에서도 확인할 수 있었다. DCF-DA로 측정한 반응성 산소종은 PAN에 의하여 농도에 따라 투여 2시간에 이미 유의한 증가를 보이나, 이러한 변화는 항산화제인 EGCG, probucol, vitamin C에 의해 감소하였다. 또한, 세포단층모델에서 투과율은 PAN에 의하여 농도에 따라 증가하나 항산화제에 의해 증가가 억제되었다. 세포골격구조인 ${\alpha}-actinin$은 사구체 상피세포의 세포질과 바깥 세포막부분으로 actin과 같이 분포하나 고농도의 PAN에 의해 세포질 바깥쪽의 일부분에 집중하는 형상으로 변하였다. 그러나 이러한 변화는 항산화제인 vitamin C의 처치에 의해 예방될 수 있었다. 세극막성분인 ZO-1는 고농도의 PAN에 의해 안쪽으로 이동하고 집중하는 형상으로 변하였으나, vitamin C의 처치에 의해 예방되었다. 이와 함께 ${\alpha}-actinin$과 ZO-1은 PAN에 의해 단백양이 감소하였으나 이는 항산화제에 의해 예방할 수 있었다. 결 론 : PAN은 사구체 상피세포의 반응성 산소종 생성을 증가시키고, 구조성분의 변화를 통하여 형태학적인 변화를 초래하며 이는 투과율의 증가로 나타났다. 이러한 변화들은 항산화제에 의해 어느 정도 억제할 수 있었음으로, PAN은 생체 외 사구체 상피세포에 산화스트레스기전을 통하여 구조적 변화와 이에 따른 단백뇨를 유발시키는 것으로 사료된다.

• 한국경영과학회지
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• 제17권1호
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• pp.117-117
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• 1992

Pubilc utility industries including the electric utility industry are facing a new stream of privatization com-petition with the private sector and deregulation. The necewssity to solve now and in the future power supply and demand problems has been increasing through the sophisticated generation expansion plan(GEP) approach con-sidering not only KEPCo's supply-side resources but also outside resources such as non-utility generation(NUG) demand-side management (DSM). Under the environmental situation in the current electric utility industry a new approach is needed to acquire multiple resources competitively. This study presents the development of a modified electric generation expansion analysis system(EGEAS) model with avoided cost based on the existing EGEAS model which is a dynamic program to develope an optimal generation expansion plan for the electric utility. We are trying to find optimal GEP in Korea's case using our modified model and observe the difference for the level of reliabilities such as the reserve margin(RM) loss of load probability(LOLP) and expected unserved energy percent(EUEP) between the existing EGEAS model and our model. In addition we are trying to calculate avoided cost for NUG resources which is a criterion to evaluate herem and test possibility of connection calculation of avoided cost with GEP implementation using our modified model. The results of our case study are as follows. First we were able to find that the generation expansion plan and reliability measures were largely influenced by capacity size and loading status of NUG resources, Second we were able to find that avoided cost which are criteria to evaluate NUG resources could be calculated by using our modified EGEAS model with avoided cost. We also note that avoided costs were calculated by our model in connection with generation expansion plans.

• Steel and Composite Structures
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• 제48권2호
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• pp.163-177
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• 2023

Complex and intricate preparation techniques, the imperative for utmost precision and sensitivity in instrumentation, premature sample failure, and fragile specimens collectively contribute to the arduous task of measuring the fracture toughness of concrete in the laboratory. The objective of this research is to introduce and refine an equation based on the gene expression programming (GEP) method to calculate the fracture toughness of reinforced concrete, thereby minimizing the need for costly and time-consuming laboratory experiments. To accomplish this, various types of reinforced concrete, each incorporating distinct ratios of fibers and additives, were subjected to diverse loading angles relative to the initial crack (α) in order to ascertain the effective fracture toughness (Keff) of 660 samples utilizing the central straight notched Brazilian disc (CSNBD) test. Within the datasets, six pivotal input factors influencing the Keff of concrete, namely sample type (ST), diameter (D), thickness (t), length (L), force (F), and α, were taken into account. The ST and α parameters represent crucial inputs in the model presented in this study, marking the first instance that their influence has been examined via the CSNBD test. Of the 660 datasets, 460 were utilized for training purposes, while 100 each were allotted for testing and validation of the model. The GEP model was fine-tuned based on the training datasets, and its efficacy was evaluated using the separate test and validation datasets. In subsequent stages, the GEP model was optimized, yielding the most robust models. Ultimately, an equation was derived by averaging the most exemplary models, providing a means to predict the Keff parameter. This averaged equation exhibited exceptional proficiency in predicting the Keff of concrete. The significance of this work lies in the possibility of obtaining the Keff parameter without investing copious amounts of time and resources into the CSNBD test, simply by inputting the relevant parameters into the equation derived for diverse samples of reinforced concrete subject to varied loading angles.

• 광학세계
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• 통권134호
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• pp.41-45
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• 2011

일본 대지진의 영향으로 상반기 예측보다 다소 하향 조정된 부분이 있지만 2011년 주요 기관에서 내놓은 경기지표를 살펴보면 반도체, 전자부품 등이 지난해에 비해 전망이 밝은 것으로 나타났다. 특히 올해 PC시장, 휴대폰, LCD/LED TV 시장을 중심으로 높은 성장세와 함께 관련 부품산업이 호조를 보일 전망이다. 2011년 한 해도 세계 각지에서 다양한 성격의 산업전시회가 열릴 예정이어서 새로운 상품 및 기술 동향, 시장 성장 가능성 등을 살펴볼 수 있는 기회가 될 것으로 보인다. 다음에 소개하는 전시회 정보는 글로벌전시포탈(www.gep.or.kr) 홈페이지에서 발췌한 것이다.

• 한국식물생명공학회:학술대회논문집
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• 한국식물생명공학회 2004년도 생명공학 실용화를 위한 비젼
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• pp.183-183
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• 2004

• 동의생리병리학회지
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• 제23권5호
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• pp.1080-1086
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• 2009

This study was designed to investigate the effects of Gastrodiae Elata Pharmacopuncure at GB20 on motor control and cognitive dysfunction recovery after mild traumatic brain injury in rats. Rats were divided into three groups; (1) no treatment after traumatic brain injury(experiment I), (2) Treatment with NPA after traumatic brain injury(experiment II), (3) Treatment with GEP after traumatic brain injury(experiment III). In our study, we carried out behavioral test(Rotarod, Morris water maze) and immunohistochemistry study of the change BDNF in the hippocampus(pre, $7^{th}$, $14^{th}$ day). In Rotarod test(motor control function) was significantly increased in the experimental group III as compared with experimental group I, II on $7^{th}$(p<0.01) and $14^{th}$ day(p<0.001). In Morris water maze test(cognitive function) was significantly decreased in the experimental group III as compared with experimental group I, II on $14^{th}$ day(p<0.001). In immunohistochemistric response of BDNF in the hippocampus, the experimental group III was more immune response than the other groups on $14^{th}$ day. These results imply that Gastrodiae Elata Pharmacopuncure at GB20 can play a role in facilitating recovery of motor control and cognitive function after mild traumatic brain injury in rats.

• Physical Therapy Rehabilitation Science
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• 제8권4호
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• pp.225-233
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• 2019

Objective: The purpose of this study was to examine the possible effects of incorporating short-term slow-abdominal respiration (SAR) into an exercise program, on balance and the cardiac-related autonomic nervous system (ANS). Design: Cross-over repeated measures design. Methods: Fifteen young and healthy adults were randomly assigned into two groups (7 in the C-R group, 8 in the R-C group), each of which carried out both control sequence (C) and respiration-experiment sequence (R) in the inverse order. In the C sequence, the subjects performed passive exercises and a general exercise program (P-GEP). In the R sequence, the subjects received a short-term SAR training session and then performed the respiration incorporated general exercises program (R-RGEP). Before and after both C and R sequences, the length and the area of the displacement of the center of pressure (COP) and heart rate variability parameters were measured. Results: The total length of the COP displacement in the left single-leg-standing condition showed a significantly greater reduction after R-RGEP in the respiration-experiment sequence than after the P-GEP in the control sequence (p<0.05). The mean heart rate was significantly reduced only after R-RGEP in the respiration-experiment sequence (p<0.05) Conclusions: The slow-abdominal-respiration, trained in a simple manner and integrated into the exercise program in a single session, showed partially positive immediate effects on balance stabilization. The decrease in heart rate indicated possible involvement of the parasympathetic ANS activation in the stability, although it is not enough to decide whether it is purely due to the controlled respiration.

• Asian Pacific Journal of Cancer Prevention
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• 제14권5호
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• pp.3223-3228
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• 2013

Gene expression profiling (GEP) has identified several molecular subtypes of breast cancer, with different clinico-pathologic features and exhibiting different responses to chemotherapy. However, GEP is expensive and not available in the developing countries where the majority of patients present at advanced stage. The St Gallen Consensus in 2011 proposed use of a simplified, four immunohistochemical (IHC) biomarker panel (ER, PR, HER2, Ki67/Tumor Grade) for molecular classification. The present study was conducted in 75 newly diagnosed patients of breast cancer with large (>5cm) tumors to evaluate the association of IHC surrogate molecular subtype with the clinical response to presurgical chemotherapy, evaluated by the WHO criteria, 3 weeks after the third cycle of 5 flourouracil, adriamycin, cyclophosphamide (FAC regimen). The subtypes of luminal, basal-like and HER2 enriched were found to account for 36.0 % (27/75), 34.7 % (26/75) and 29.3% (22/75) of patients respectively. Ten were luminal A and 14 luminal B (8 HER2 negative and 6HER2 positive). The triple negative breast cancer (TNBC) was most sensitive to chemotherapy with 19% achieving clinical-complete-response (cCR) followed by HER2 enriched (2/22 (9%) cCR), luminal B (1/6 (7%) cCR) and luminal A (0/10 (0%) cCR). Heterogeneity was observed within each subgroup, being most marked in the TNBC although the most responding tumors, 8% developing clinical-progressive-disease. The study supports association of molecular subtypes with response to chemotherapy in patients with advanced breast cancer and the existence of further heterogeneity within subtypes.

• 대한수의학회지
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• 제33권3호
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• pp.369-379
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• 1993

북극여우의 위장췌 내분비세포의 부위별 분포, 출현빈도 및 세포의 종류를 밝히고자 면역조직화학적으로 관찰하였던 바 위장관에서는 6종, 췌장에서는 4종의 면역반응세포가 동정되었다. 5-HT 및 somatostatin면역반응세포는 전 위장관에 다수 분포하였으나 이중 somatostatin 면역반응세포는 장관에서 소수로 관찰되었다. Gas/CCK 면역반응세포는 주로 유문부와 십이지장에 국한하여 다수 분포하였다. Glucagon 면역반응세포를 분문부와 위저부에서 다수 그리고 장관에서 소수 관찰되었다. BPP 면역반응세포는 분문부와 위저부에 중등도, 대장에 소수 분포하였다. 다수의 porcine CG 면역반응세포가 분문부와 위저부에서만 동정되었다. 한편 췌장에서는 somatostatin, glucagon, BPP 및 insulin 등 4종의 면역반응세포가 췌도 및 외분비부에서 관찰되었다. 이상의 결과는 위췌장 내분비세포의 부위별 분포와 출현빈도가 동물종에 따라 매우 상이하다는 사실을 시사한다.