GA를 이용한 다층 퍼셉트론 분류기의 구조 학습

신성효,김상운 明知大學校 産業技術硏究所 1995 産業技術硏究所論文集 Vol.14 No.-

In this paper a structural learning method for Multi-Layered Perceptron(MLP) classifiers using Genetic Algorithm(GA) is proposed. The method consists of two stages : candidate-structure-extraction and node-link-pruning. The first stare generates automatically the candidate structure of MLP classifier for a given problem. Then the second stage prunes off the non-useful nodes of the structure for obtaining the near-optimal one. To evaluate the proposed method we experiment with three kinds of data set : two dimension's XOR four dimension's IRIS, and eight dimensional handwritten-digit NUMBER. Experimental results show that our method could generate a task-related MLP structure which does not contain unimportant nodes, and could decrease the teaming time by 50 % without degrading the classification ratio.

말초염증에 의한 등족뿌리신경절의 brain-derived neurotrophic factor 합성의 변화

김상열,김정기,김효신,이상지,하선옥,홍해숙,김동선 대한해부학회 1998 Anatomy & Cell Biology Vol.31 No.3

고양이 위 평활근 수축에 대한 Vanadate와 Pervanadate의 효과

심상수,최효봉,심혜선,이덕주,윤신희,한상준,김명석,조양혁 大韓消化器病學會 1999 大韓消化器病學會誌 Vol.33 No.1

백서 혈관평활근 세포에서 α-Lipoic acid가 PAI-1 발현, 세포의 증식, 주유능 및 신생내막 형성억제에 미치는 효과

신동우,이동욱,이상준,김혜순,강효경,안종덕,이인규 대한당뇨병학회 2002 Diabetes and Metabolism Journal Vol.25 No.6

연구배경:당뇨병의 혈관 합병증의 발생에 있어서 산화스트레스는 중요한 역할을 하는 것으로 알려져 있다. 혈관 평활근세포에서 고혈당은 안지오텐신Ⅱ와 더불어 활성산소족(ROS)을 증가시키며, 산화스트레스에 민감한 전사인자들을 활성화시켜 동맥경화증을 유발하는 것으로 알려져 있다. 이에 저자들은 항산화제로 알려진 알파­리포산이 혈관 평활근세포의 증식속도와 이주에 미치는 영향과 PAI­1발현에 미치는 영향을 조사하였고 이와 동시에 백서의 혈관 손상 모델을 이용하여 알파­리포산이 신생내막 증식을 억제시킬 수 있는지를 알아보았다. 방법:In vitro 실험은 백서의 대동맥 평활근세포를 고농도의 포도당(22mM)과 100nM의 안지오텐신Ⅱ로 4시간 배양하였다. 알파­리포산을 처리 후, PAI­1 mRNA의 발현을 보기 위해 노던 블롯을 시행하였고 평활근세포의 유주능과 증식속도에 미치는 영향을 보기 위해 성장속도의 유주능 분석을 시행하였다. 또한 평활근세포의 유주능에 NF­μB 경로가 미치는 영향을 보기 위해 겔 지연 분석과 NF­μB 보고 유전자 분석을 시행하였다. In vivo 실험으로 백서의 혈관손상 모델을 이용하여 알파­리포산 처리 후 혈관의 신생내막 두께를 비교하였다. 결과:In vitro 실험에서 고농도 포도당과 안지오텐신Ⅱ에 의해 유도된 PAI­1 mRNA 발현증가는 알파­리포산 처리에 의하여 용량에 비례하여 억제되었다(p<0.05). 알파­리포산 처리로 혈관 평활근세포의 유주능은 유의하게 억제되었으나(p<0.01),증식속도는 유의하게 억제되지 않았다. 또한 알파­리포산 처리로 NF­μB 발현도 유의하게 억제되었다(p<0.01). In vivo 실험에서 알파­리포산을 주입한 군에서 혈관손상에 의한 신생내막의 증식이 유의하게 억제되는 것을 보여주었다(p<0.01). 결론:알파­리포산은 백서의 대동맥 평활근 세포의 증식속도는 억제하지 못했으나 유주능은 유의하게 억제하였으며, 혈관 손상 모델에서 신생 내막 증식도 유의하게 억제함을 확인할 수 있었다. 이러한 작용은 알파­리포산에 의한 NF­μB 경로의 억제와 연관이 있는 것으로 사료된다. Background : Exposure to large amounts of glucose causes a characteristic dysfunction and morphologic changes of the endothelium by an increased production of reactive oxygen species(ROS) in diabetes. The plasminogen activator inhibitor-1(PAI-1), which modulates fibrinolysis and cell migration may influence proteolysis and neointimal formation in vascular smooth muscle cells(VSMC). Antioxidants have been proposed to inhibit multiple proatherogenic events. This study investigated the effect of α-lipoic acid on PAI-1 expression and VSMC proliferation and migration both in vivo and in vitro. Methods : In the in vitro study, cultured rat aortic smooth muscle cells(RASMC) were incubated in a medium containing high glucose (22 mM) and 100 nM angiotensin Ⅱ for 4 hour. After α-lipoic acidtreatment, a -migration and growth assay of the RASMC, and a gelmobility shift assay and reportergene analysis for nuclear factor- иB(NF- иB) and northern blot analysis for PAI-1 were performed. In the in vivo study, the effect of α-lipoic acid on neointimal hyperplasia in a rat carotid balloon injury model was evaluated. Results : RASMC migration was inhibited significantly by α-lipoic acid (p<0.01), but their prolife ration was not inhibited. The NF-иB DNA binding activity and NF-иB promoter activity was inhibited by α-lipoic acid significantly (p<0.01). α-lipoic acid inhibited PAI-1 mRNA expression by high glucose and angiotensin Ⅱ in dose dependent manner (p<0.05). In the rat carotid artery balloon injury model, neointimal formation was reduced by α-lipoic acid treatment in a dose dependent manner significantly (p<0.01). Conclusion : α-lipoic acid suppresses migration, but not prolife ration in RASMC. α-lipoic acid also reduce neointima formation in a rat carotid balloon injured model. This effect might be related to the blocking of NF-иB which increase the expression of the genes associated with atherosclerosis including TNF-α, IL-1, IL-6, endothelin-1, MCP-1, VCAM-1, ICAM-1, E-selectin, tissue factor(J Kor Diabetes Asso 25:446~459, 2001).

중학교 남녀학생별 가정교과에 대한 인식 및 학습효과 : 경남지역을 중심으로

신동순,김상희,오화자,정효숙,정혜경 한국 가정과 교육 학회 1997 한국가정과교육학회지 Vol.9 No.1

The aims of this research study is to clear the differences of the learning effects and the cognition of Home Economics by sex in the middle school and to collect the future-oriented educational datas, after implementing the 6th education curriculum. The results of the study are as follows ; 1. Most of students had the cognition that Home Economics is a subject matter of a needful knowledge and skill for the family life, half students a cultural subject matter for the modern life. The former was supported by female students, the latter by male students. 2. Most of students were interested in actual training fields of cooking and hand-sewing, had a strong interest about a field of physical and social-psychological growth. The differences by sex were statistically significant in these fields. 3. Most of students had positive responses in the learning effects of Home Economics. The most useful field was cooking and the worst was the structure and method of sewing machine. 4. The shortage and the dissatisfaction in the learning of Home Economics were lacking of the actual training hours, the old-fashioned teaching methods and the shortage of teaching materials etc.

Cubic B-Spline을 이용한 측면 얼굴의 인식 방법

신성효,이인순,김상운 명지대학교 공학기술연구소 1994 공학기술연구소 논문집 Vol.9 No.-

Profile contours can be a useful tool for facial recognition problems, and many efforts have been made in this field. These researches mainly concentrated on the feature extraction by making use of the positional information of a nose tip. Most importantly, incorrect extraction of the positional information of the nose tip degrades the overall performance of the facial recognition system. For instance, when facial images are tippd, the possibility of erroneous extration of nose tip position is high. However, endeavors to account for the tipped images. such as gathering and analyzing facial images from various viewpoints, have never been made as yet. This paper provides a method for the facial recognition by extracting multiple control points. Given a profile image, we extract the profile contour through binary processing. Since the contour is a space curve, curvature can readily be obtained at any point lying on the curve. By examining the signs at eight curvature extrimities, facial direction of the given profile image can be determined, and this information is used to derive the direction of front image. Finally, a cubic-polynomial curve which minimize the least square error at extremities is calculated and used to get control points of the corresponding cubic B-Spline. Thirteen features from the control points show the recognition rate of approximately 90 percents.

비글개에서 신원방우황청심원의 급성 및 아급성독성시험

성하정,권오경,방명주,곽형일,이진영,신대희,박대규,정규혁,윤효인,조명행 성균관대학교 약학연구소 1998 成均藥硏論文集 Vol.10 No.1

Single and 4 weeks oral administration of New wonbangwoohwangchungsimwon (NSCH) which was used l-muscone as substitutive material of musk, to beagle dogs of both sexes were performed to investigate both acute and subacute toxicity. Beagle dogs (3 males and 3 females) in acute experiments were administered orally with sinlge dose of 2,000 ㎎/㎏ and groups of 9 male and 9 female beagle dogs in subacute experiments were given daily different dosage of NSCH, 160 ㎎/㎏/day (low dosage group), 400 ㎎/㎏/day (middle dosage group), 1,000 ㎎/㎏/day (high dosage group) once a day for 4 weeks by oral route according to the Established Regulation of Korea Food and Drug Administration (1996. 4. 16). LD_50 value for beagle dogs was more than 2,000 ㎎/㎏ per oral for both male and females. In animals administered with NSCH, there were neither dead animals nor significant changes of body weights. In addition, no differences were found between control and treated groups in clinical sign, urinalysis, eye examination, hematology, serum chemistry, organ weight and other fingings. No histological lesions were observed in both control and treatment groups. Above data strongly suggset that NSCH in beagle dogs is considered to be safe.

矢狀分割骨切斷術에 依한 顎矯正術의 統計學的 硏究

辛曉根,陳宇政,李俊禮,金晤煥,李炫尙 大韓顎顔面成形再建外科學會 1997 Maxillofacial Plastic Reconstructive Surgery Vol.19 No.2

Recently, combined with social complexity, increment of medical demand and supply and the change of esthetic category, admission and operation of the patients of facial deformity have been changed with annual change. This study was conducted in the concept of helping the overall character of orthognathic surgery in future understood and being an important index in the establishment of better treatment course, through the patient, on whom was operated orthognathic surgery via sagittal split ramal osteotomy in our Dept. of Oral & Maxillofacial Surgery, Chonbuk National University Hospital from 1991. 1. 1 to 1995. 12. 31. The results were obtained as follows. 1. The ratio of male to female was 1 : 1.33 and the ages between 16 and 25 year was 73.6%, and the mean age was 20.4 years. 2. The ratio of setback amount between 6 to 15mm was 84.6% and the advancement amount between 1 to 10mm was 89% and the mean amount of movement was 9.0mm in setback, and 3.6mm in advancement. 3. After removal of maxillomandibular fixation(MMF), the distinction of sex was not statistically significant in ROM. 4. The ROM following methods of fixation was statistically significant in 3rd(P<0.05), 8th, and 12th week(each P<0.01), with faster rehabilitation in rigid fixation which had shorter MMF period. 5. The rehabilitation of ROM following the operation methods was statistically significant in 1st(P<0.05), 2nd, 3rd, 4th, 6th, 8th, and 12th week(each P<0.01) with faster rehabilitation in the case of SSRO than Lefort I / SSRO (Two jaw surgery). 6. The rehabilitation of ROM following directions of mandibular movement did not manifest a statistically significant difference in both setback and advancement.

미세혈관 협심증 환자의 임상상 및 지표에 관한 연구

박상호,온영근,김현정,이태훈,길효욱,김현건,박수진,송해정,한대희,방덕원,신원용,이내희,김성구,권영주 순천향의학연구소 2003 Journal of Soonchunhyang Medical Science Vol.9 No.1

Background : Microvascular angina or syndrom X is heterogenous and encompasses different pathogenetic entities. Several studies suggest that microvascular angina have good prognosis and occurs predominantly in postmenopausal women. Lipoprotein (a), total cholesterol, LDL-cholesterol, HDL-cholesterol, triglyceride, homocystein, CRP and fibrinogen are the independent risk factor of acute coronary syndrome and are the chief underlying cause of atherosclerosis. We investigated clinical characteristics and markers in patients with microvascular angina. Methods : We studies 23 patients diagnosed with microvascular angina and 16 control group with negative treadmill exercise test and no significant coronary angiogram. We investigated clinical characteristics in patients group and evaluated symptom during a follow-up period of 4.2± 2.5 month. Exercise time in treadmill exercise test was compared between patients and control group. We assessed the level of markers, such as lipoprotein (a), total cholesterol, LDL-cholesterol, HDL-cholesterol, triglyceride, homocystein, CRP and ESR in two groups. Results : There is no difference in age between two groups. Patients group had a tendency to increase in female, hypertension, DM, and smoking history, but there was no statistical significance difference. Exercise duration time was significantly decreased in patients with microvascular angina (p<0,05). Serum lipoprotein (a), total cholesterol, LDL-cholesterol, HDL-cholestrol, Triglyceride, ESR, Fibrinogen and Homocystein value were no significant difference between microvascular angina and control group. Only CRP was significantly high in patients with microvascular angina (p<0.05). Conclusion : There was no statistical significance difference in age, sex, hypertension, DM and smoking history between two groups but patients group had a tendency to increase the prevalence in hypertension, DM and smoking history, female. Also, Symptom improvement and disappearance in follow-up was presented in 11 patients of 19(57.9%). Exercise tolerance was worse in patients group than control group. CRP value was significantly higher in patients group than control group. There was no statistical significance difference in lipoprotein (a), total cholesterol, LDL-cholesterol, HDL-cholesterol, triglyceride, homocystein, ESR and Fibrinogen between two groups.

대구지역 임신부의 식품 및 영양섭취실태

정효지,최봉순,신정자,윤성도,윤확 대한지역사회영양학회 2003 대한지역사회영양학회지 Vol.8 No.4

This study was carried out to figure out the dietary intake of pregnant women in Daegu area. A total of 467 pregnant women was recruited at two hospitals in this area to collect the information on dietary intakes, general characteristics, and anthropometric measurements using an interview. forty-seven women (10.1%) were in the first trimester, 101 women (21.6%) in the second trimester, and 319 women (68.3%) in the third trimester. The mean age, prepregnant weight, and height of subjects were not significantly different among the trimester groups. The mean daily nutrient intakes of energy, fat, protein, carbohydrates, phosphate, sodium, vitamin B₁, vitamin B₂, and vitamin C were significantly different among the trimester groups, but the other nutrients were not different. for the calcium and iron, the percentage of subjects consumed less than 75% of the Korean RDA was over 80%, and for other nutrients such as energy, vitamin B₁, and vitamin B₂ over 50% of subjects consumed less than 75% of the Korean RDA in the first trimester. The correlations between nutrient intakes and weight gain during pregnancy showed different patterns among the trimester groups. The mean adequacy ratio and dietary variety scores were not significantly different among the trimester groups. The amount of food intake from cereals and cereal products were higher during the second and the third trimester compared to the first trimester, but those of the other food groups were not significantly different. In conclusion, nutrient intakes of the pregnant women for iron, calcium and some vitamins were inadequate and nutritional management programs for these nutrients are necessary.