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      • KCI등재

        Short‑Term Load Forecasting Based on Deep Neural Networks Using LSTM Layer

        Bo‑Sung Kwon,Rae‑Jun Park,Kyung‑Bin Song 대한전기학회 2020 Journal of Electrical Engineering & Technology Vol.15 No.4

        Short-term load forecasting (STLF) is essential for power system operation. STLF based on deep neural network using LSTM layer is proposed. In order to apply the forecasting method to STLF, the input features are separated into historical and prediction data. Historical data are input to long short-term memory (LSTM) layer to model the relationships between past observed data. The outputs of the LSTM layer are incorporated with outputs of fully-connected layer in which prediction data, for instance weather information for forecasting day, are input. The optimal parameters of the proposed forecasting method are selected following several experiment. The proposed method is expected to contribute to stable power system operation by providing a precise load forecasting.

      • KCI등재

        자궁경부암에서 혈관 내피 성장인자 ( VEGF ) 및 VEGF Mrna 의 발현에 대한 연구

        이선경(Seon Kyung Lee),김승보(Seung Bo Kim),지성길(Sung Gil Chi),염윤석(Yoon Seok Yum),이주희(Ju Hee Lee) 대한산부인과학회 2002 Obstetrics & Gynecology Science Vol.45 No.1

        N/A Objective : Angiogenesis, the formation of blood vessels by sprouting from pre-existing ones, is essential for the growth of solid tumors beyond 2~3mm in diameter and for tumor metastasis. Vascular endothelial growth factor (VEGF), is known as vascular permeability factor(VPF) and mediates vascularization and tumor-induced angiogenesis. This study examined the potential of growth, invasion, and metastasis of uterine cervical carcinomas associated with neovascularization. Methods : From January 1996 to December 1999, at the Department of Obstetrics and Gynecology, Kyung-Hee University Hospital, 37 uterine cervical carcinomas and 7 normal cervical tissues were obtained and the samples were immediately frozen and stored at -70℃. Immunohistochemical staining for VEGF was carried out to study VEGF localization, and the levels of VEGF subtype mRNAs were determined by quantitative RT-PCR in specimens. The relation between VEGF subtypes expression of cervical cancers was analysed. Results : The positive staining for VEGF is seen dominantly in the cytoplasm of the cancer cells, and faintly in interstitial cells. The intensity of staining was stronger in squamous carcinomas than in adenocrcinomas, but there was no significant difference (p>0.05). Quantitative RT-PCR analysis demonstrated significantly increased VEGF121/VEGF165 mRNA expression levels (>0.56/>0.72) in 21 (56.8%) and 15 (40.5%) of 37 cervical carcinomas comparing to control groups (mean: 0.28/0.36). There was no obvious relationship between VEGF121/VEGF165 mRNA expression levels and the clinical parameters examined including age, pathology, differentiation, tumor size, lymphovascular space invasion, LN involvement and invasion depth except clinical stage (p<0.05). Conclusions : The overexpression of VEGF mRNA may be an important contributing factor in cervical carcinomas. There is no significant differenece of VEGF mRNAs levels according to clinical parameters, so it seems that the expression of VEGF is involved in the promotion of angiogenesis on cervical cancer and plays an important role in early invasion.

      • KCI등재

        십이경근(十二經筋)과 근육(筋肉)과의 관계(關係)에 대한 연구

        심원보 ( Won Bo Sim ),김용득 ( Yong Deuk Kim ),안영남 ( Young Nam An ),김경식 ( Kyung Sik Kim ),손인철 ( In Chul Sohn ) 대한경락경혈학회 2004 Korean Journal of Acupuncture Vol.20 No.2

        The Oriental Medicine is described with so many terms of its own theory causing misunderstand of the concept which is expressed with same term used in modern medicine. Muscular system is also used in the both medicines, the Oriental Medicine and modern medicine. For the purpose of resolving the misunderstand of using the medical terms, we referred to a large number of literature for the muscular system in both medicine. Although there are few references concerning about systematic components in the Oriental Medicine, among the concepts of the Oriental Medicine, there are comparatively many approaches to the Meridian muscular system, a muscular system related with the Meridian, Therefore, there are many similarities and differences in the interrelation between the muscular system which was stated at the time of the concept of the Meridian system was developed and anatomical muscular system in the modern medicine. As a result of survey the references, we found out that anatomical muscular system is limited to visual compartments, whereas the Meridian muscular system is covering not only visual components but also the relation with internal organs. We conclude that there are conceptual differences in the kyung-keun system in the past and anatomical muscular system in the present.

      • KCI등재

        십이경근(十二經筋)과 근육(筋肉)과의 관계(關係)에 대한 연구

        심원보,김용득,안영남,김경식,손인철,Sim Won-Bo,Kim Yong-Deuk,An Young-Nam,Kim Kyung-Sik,Sohn In-Chul 경락경혈학회 2003 Korean Journal of Acupuncture Vol.20 No.2

        The Oriental Medicine is described with so many terms of its own theory causing misunderstand of the concept which is expressed with same term used in modern medicine. Muscular system is also used in the both medicines, the Oriental Medicine and modern medicine. For the purpose of resolving the misunderstand of using the medical terms, we referred to a large number of literature for the muscular system in both medicine. Although there are few references concerning about systematic components in the Oriental Medicine, among the concepts of the Oriental Medicine, there are comparatively many approaches to the Meridian muscular system, a muscular system related with the Meridian, Therefore, there are many similarities and differences in the interrelation between the muscular system which was stated at the time of the concept of the Meridian system was developed and anatomical muscular system in the modern medicine. As a result of survey the references, we found out that anatomical muscular system is limited to visual compartments, whereas the Meridian muscular system is covering not only visual components but also the relation with internal organs. We conclude that there are conceptual differences in the kyung-keun system in the past and anatomical muscular system in the present.

      • KCI등재

        선행 제왕절개 후의 질식 분만시 성공군과 실패군의 비교연구

        최현수(Hyun Soo Choi),이상욱(Sang Wook Yi),오영승(Young Seung Oh),진규섭(Kyu seop Jin),이보연(Bo yon Lee),이선경(Seun Kyung Lee),허주엽(Chu Yeop Huh),김승보(Seung Bo Kim) 대한산부인과학회 1999 Obstetrics & Gynecology Science Vol.42 No.10

        제왕 절개의 비율은 최근 까지 지난 20년동안 증가되어 왔으며 이러한 증가는 반복 제왕 절개의 증가와 관련된 것이다. 최근 제왕 절개후 질식 분만에 관한 연구에서는 반복 제왕절개시 올 수 있는 수술 후 합병증, 산모 및 태아의 이환율의 증가 등과 비교해 이 시도가 비교적 안전한 방법으로 등을 보고 하고있는 반면 또한 제왕 절개후 질식 분만시 올 수 있는 자궁 파열과 이로 인한 태아와 산모의 위험성에 관한 보고도 있다. 이에 본원에서는 제왕 절개후 질식 분만을 원해 내원한 산모를 대상으로 성공군과 실패군 사이에 여러 요인을 비교 분석하여 성공에 관여한 인자를 예측하고자 하였다. 연구 대상은 1997년 3월부터 1999년 3월까지 선행 제왕 절개 후 질식 분만을 위해 내원한 환자중 질식 분만 시도시 위험성이 적다고 판단되는 120명의 산모를 대상으로 했으며 성공군과 실패군 사이에 산모의 나이, 제태 연령, 질식 분만한 과거력의 유무, 선행 제왕 절개의 적응증, 초음파로 예측한 태아 몸무게, 신생아 몸무게, 입원시 자궁 경부 상태, Bishop score, CPD index(Cephalopelvic disproportion Index)를 비교 분석 하였다. 120명의 산모중 87명(72.5%)이 성공 하였으며 33명(27.5%)이 실패 하였고 자궁 파열이나 열개와 같은 합병증은 발견되지 않았다. 두 대조군 사이에 산모의 나이(P=0.012), Bishop score(P=0.002), CPD index(P=0.015)에서 의미있는 차이를 보였으며 기타 요인에서는 의미있는 차이를 보이지 않았다. 결론적으로 선행 제절 이후 질식 분만 시도 시에 금기가 아닌 경우 입원시 X선 골반 계측을 통한 CPD index와 Bishop score을 통해 성공 가능성에 대한 예측에 도움을 줄 수 있으며 앞으로 이 요인들과 함께 다른 요인들과의 연관성에 대한 연구를 통해 선행 제왕 절개후 질식 분만 시도시에 올 수 있는 위험성을 줄일 수 있을 것으로 생각된다. 이상과 같은 연구 결과로 또한 추후 성공의 예후 인자로 사용되어 질 수 있고, 앞으로 이 시도의 성공과 관련된 다른 인자와의 연관성을 통한 면밀한 검토가 필요할 것으로 사료된다. Objectives: Vaginal birth or trial of labor after previous cesarean section has become one of the most remarkable changes in obstetric practice. The safety and efficacy of a trial of labor and vaginal birth after previous cesarean are well documented. The purpose of this report is to predict the likelihood of vaginal birth in patients undergoing a trial of labor after previous cesarean delivery using factors known at the time of hospital admission. Method: In this retrospective study, 120 women who attempted vaginal birth at Kyung-Hee University Hospital from March 1997 to March 1999. An attempt to identify possible prognostic factors for success of such a trial was made and we evaluated the variables of significant predictive value and the patients' characteristics in the success group and failure group of women who attempted VBAC. Result: 87 cases(72.5%) in 120 cases succeeded in VBAC and 33 cases(27.5%) failed. In this comparative groups in VBAC, there was significant difference in CPD index(cephalopelvic disproportion index) and Bishop score, but no significant difference in gestational age, the estimated fetal weight by sonography and newborn birth weight. Conclusion: In this study, Bishop score and CPD index and age may be useful and valid predictor of success in VBAC and this information could be particularly valuable. The CPD index may prove most important in determining if a vaginal birth should occur after a cesarean section because it can clearly identify some patients who need a repeat cesarean section.

      • KCI등재

        선행 제왕절개술 후 질식 분만: 성공의 예측인자들

        동서연 ( Seo Yun Tong ),김여홍 ( Yeo Hong Kim ),최영준 ( Young Jun Choi ),김소라 ( So Ra Kim ),이보연 ( Bo Yon Lee ),이선경 ( Seon Kyung Lee ),허주엽 ( Chu Yeop Huh ),김승보 ( Seong Bo Kim ) 대한주산의학회 2003 Perinatology Vol.14 No.4

        목적: 선행제왕절개 후 질식분만을 시도한 산모들 중 성공군과 실패군을 비교하여 성공을 예측할 수 있는 인자를 알아보고자 하였다. 방법: 1997년 3월부터 2003년 2월까지 경희대학교 의과대학 산부인과에서 선행제왕절개 후 질식분만을 위하여 내원한 환자중 질식분만의 금기가 아닌 경우 위험요소 등에 대하여 충분히 상의한 후 분만을 시도한 382명의 환자를 대상으로 하였다. 대상군의 의무기록을 통하여 분만당시 산모의 나이, 분만력, 제태연령, 신생아 몸무게, 입원시 자궁경부 상태 및 Bishop score, 분만의 진행과정, 결과 및 합병증을 조사하여 성공군과 실패군의 차이를 비교분석 하였다. 결과: 292(76.5%)명이 질식분만에 성공하였다. 여러 인자 중 태아의 몸무게(odds ratio, 0.2 ; 95% confidence interval (CI), 0.1-0.4), 입원시 Bishop score(odds ratio, 1.8 ; 95% CI, 1.5-2.1), 질식분만의 과거력(odds ratio, 3.6 ; 95% CI, 1.1-11.6)이 VBAC의 성공과 관련이 있었다. 또한 선행제왕절개시 적응증이 태위이상인 경우에 성공률이 높은 것으로 나타났다(odds ratio, 3.2 ; 95% CI, 1.2~8.6). 입원시 Bishop score로 VBAC의 성공을 예측할 수 있는 지 알아보기 위하여 receiver-operating characteristic curve 분석을 시행하였고, 5점을 cut-off로 하였을 때 47.4%의 민감도와 87.6%의 특이도를 보였다(AUC, 0.765 ; p<0.05). 결론: 출생체중, 질식분만의 과거력, 입원시 Bishop score가 선행제왕절개 후 질식분만을 고려하는 경우 성공의 예측인자로서 유용하게 사용되어 질 수 있을 것이다. Objective: The purpose of this report is to determine the predictable factors for successful vaginal birth after cesarean (VBAC). Methods: In this study, 382 women who attempted VBAC at Kyung-Hee university hospital were included. The medical records of them were reviewed retrospectively. Informations was collected about demographics, medical history, obstetric history, neonatal birth weight, complications, treatment, and outcome of the index pregnancy. Results: The overall success rate was 76.5% (292 cases). Among variables, neonatal birth weight (odds ratio, 0.2; 95% confidence interval, 0.1-0.4), Bishop score at admission (odds ratio, 1.8; 95% confidence interval, 1.5-2.1 ; p<0.05), and history of vaginal delivery (odds ratio, 3.6 ; 95% confidence interval, 1.1-11.6 ; p<0.05) were significant. The Bishop score showed most significant relationship with successful VBAC. The Bishop score 5 at admission had a sensitivity of 47.4% and a specificity of 87.6% in the prediction of successful VBAC. Malpresentation as indications of previous cesarean delivery showed more tendency to succeed than others. Conclusion: Several factors such as birth weight, Bishop score at admission, and history of vaginal delivery may be used to predict the success of VBAC.

      • 조직배양에서 얻어진 쪽파의 유전적 변이체들이 보여주는 단백질과 Isozyme의 유형분석

        朴敬淑,李在悅,徐奉甫 慶北大學校 1992 論文集 Vol.52 No.-

        Some genetic variants of Amphihaploid, Hypoamphidiploid, Amphidiploid are regenerated from tissue culture in Allium wakegi. They were applied to investigate the effects of the chromosomal differences on the gene expression of some isozymes. The electrophoretic migration patterns of total proteins were different at the position of MW5×10^5 Dalton among the genetic variants. Three different isozymes were characterized from the migration patterns of isozymes in the discontinuous polyacrylamide gel electrophoresis. Alcohol dehydrogenase(ADH) appeared 3 bands in the gel electrophoresis corresponding to 3 isozymes, that is allozymes distributed as single isozyme in each individual. Isocitric acid dehydrogenase(ICDH) appeared 5 bands in the gel and corresponds to 5 isozymes as allozymes which distributed single isozyme in each individual. Phosphoglucoisomerase(PGI) appeared 8 bands in electrophoresis and to 8 isozymes which originated from 2 genes and distributed more than two isozumes in each individual. According to the isozume expression in the genetic variants of Allium wagegi, the amplification of chromosomal numbers can affect neither to increase the isozyme numbers and concentration nor to express heterogeneous types in the genetic variants.

      • KCI등재

        황사 기간 동안에 어린이, 성인, 노인에서의 자각증상과 예방행동에 대한 조사연구

        이보은,하은희,박혜숙,권지숙,신경림 韓國學校保健學會 2005 韓國學校保健學會誌 Vol.18 No.1

        Purpose: Recently there are scientific evidences for the health effects of Asian dust-storms. Particularly in 2002, the daily average of PM_(10) exceeded 600 and 700 ㎍/㎥ in March and April respectively. We examined the effects of Asian dust-storms on perceived symptoms and preventive behaviors among children, adults, and elders. Method: The subjects of this study were 425 children, 444 adults and 60 elders. A questionnaire survey was carried out on the children and the adults by teachers and on the elders by interviewers to obtain information on demographic variables, perceived symptoms and preventive behaviors, previous respiratory disease, environmental tobacco smoke, and proximity between the house and the road during Asian dust-storms. We analyzed using descriptive statistics, X_(2) test and multiple logistic regression models. After adjustment for potential confounders, we estimated the odds ratios and 95% confidence intervals of the children and the elders for perceived symptoms and preventive behaviors. Result: The elders had a significantly higher prevalence of respiratory symptoms than the other groups. The children had a significantly higher prevalence than the adults in getting URI (1.51), coughing (1.68), rhinorrhea (1.46), fever (2.39) and medication for allergy or asthma (1.90). The children had better behaviors than the elders in closing windows (3.57), taking less outdoor recreational activity (2.59) and staying home (2.60).

      • KCI등재

        TV 교육 방송에서 방영되는 과학 교과 프로그램의 단일화된 포맷의 문제점과 그 해결 방안

        민보경,김성원 이화여자대학교 교과교육연구소 1998 교과교육학연구 Vol.2 No.2

        현재 TV 교육 방송(케이블 TV의 교육 채널 포함)에서 방영되는 과학 프로그램의 단일화된 포맷의 문제점과 해결 방안을 찾기 위하여 선행 논문들을 고찰하고 TV 교육 방송(케이블 TV의 교육 채널 포함)의 주간 편성표를 학년별로 조사·분석하였으며, 설문지를 제작, 배포하여 중·고등학생들의 견해를 조사하였고, TV 교육 방송의 과학 프로그램이 나아가야 할 방향을 모색했다. 그 결과 TV 교육 방송 과학 프로그램의 활성화와 개선을 위하여 필요한 방안은 다음과 같다. 학생들의 과학에 대한 흥미를 유발시키고 창의적인 사고력을 높이기 위해서는 프로그램의 구성이 과학적 개념 및 내용과 함께 탐구 의욕을 유발시킬 수 있는 다양한 장면과 실험을 적절히 배합하고 제공되는 자료를 다양하고 독창적인 것으로 해야 한다. 그리고 프로그램의 내용의 양과 시간 배정의 불만족을 해소하기 위해서는 내용의 범위를 좁혀 교실 상황에서 볼 수 없고, 실시하기 어려운 장면이나 실험 등을 제공하는 방향으로 편성되어야 한다. 또한 학생들을 적극적으로 TV과학 프로그램에 참여시키기 위해서는 스튜디오 교사의 일방적인 설명을 줄이고, 과학적 현상을 추리하고 통찰해 볼 수 있는 사고 위주 학습을 위한 프로그램으로 구성되어야 한다. 교육 방송의 과학 프로그램을 다큐멘터리나 드라마, 만화(애니메이션) 형식 등과 같이 다양한 포맷으로 제작하여 학생들의 흥미를 유발시키고, 학습 효과도 높일 수 있는 프로그램을 개발해야 한다. 홍보를 강화하고 시청 대상자의 특성이나 요구 분석 등을 철저히 파악하여 과감히 수용하여야 한다. To find out the problems of uniformed science subject program showing on TV(including educational channel of Cable TV) and their solutions, the weekly programs on TV educational science program were analyzed the questionaries were distributed to the middle and high school students for surveying their opinion on science program on TV. Based on results, the following conditions about activation and future direction of present TV science program were suggested. 1. To give rise to student's interest about science and to develope creative thinking power the structure of science program must properly be harmonized with scientific concept, contents, diverse scenes, and experiments which can induce scientific investigation power. Diverse and original data must be presented to science programs. 2. To improve the quantity of science programs and the contents. TV programs must restrict the extent of scientific contents. 3. For students to positively participate in TV science programs, one-sided teacher’s explanation must be reduced and problem-solving ability must be considered first. 4. Programs that induce students' interest and involvement in studying must be developed. 5. Public information must be strengthened and the characteristic and requirement of TV viewers must completely be analyzed and must daringly be received.

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