• Annual Conference on Human and Language Technology
• /
• 2015.10a
• /
• pp.165-168
• /
• 2015

기계학습 기반의 자연어처리 모듈에서 중요한 단계 중 하나는 모듈의 입력으로 단어를 표현하는 것이다. 벡터의 사이즈가 크고, 단어 간의 유사성의 개념이 존재하지 않는 One-hot 형태와 대조적으로 유사성을 표현하기 위해서 단어를 벡터로 표현하는 단어 표현 (word representation/embedding) 생성 작업은 자연어 처리 작업의 기계학습 모델의 성능을 개선하고, 몇몇 자연어 처리 분야의 모델에서 성능 향상을 보여 주어 많은 관심을 받고 있다. 본 논문에서는 Word2Vec, CCA, 그리고 GloVe를 사용하여 106,552개의 PubMed의 바이오메디컬 논문의 요약으로 구축된 말뭉치 카테고리의 각 단어 표현 모델의 카테고리 분류 능력을 확인한다. 세부적으로 나눈 카테고리에는 질병의 이름, 질병 증상, 그리고 난소암 마커가 있다. 분류 능력을 확인하기 위해 t-SNE를 이용하여 2차원으로 단어 표현 결과를 맵핑하여 가시화 한다.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2001.10a
• /
• pp.69-72
• /
• 2001

유전체 연구를 위해 구축된 바이오 데이터베이스는 해당 프로젝트의 목적에 따라 서로 다른 주체에 의해 독립적으로 구축되어 왔다. 그러나 바이오 데이터의 효과적인 판용을 위해서는 그러한 이질적인 바이오 데이터베이스의 정보를 상호 연계하여 분석한 필요성이 높아지고 있다. 본 논문에서는 대표적인 핵산 데이터베이스인 GenBank와 단백질 데이터베이스인 SWISS-PROT, 문헌 데이터베이스인 PubMed의 데이터 구조를 개체-관련성 도표로 각각 모델링한 후 합병하여, 핵산-단백질-문헌자료로 연계되는 정보를 통합 서비스할 수 있는 모델과 시스템 구조를 제시한다.

• Proceedings of the KOSOMBE Conference
• /
• v.1996 no.05
• /
• pp.18-21
• /
• 1996

Even though there are several deterministic methods for the modeling of linear systems, there is no standard method for the modeling of nonlinear systems. For the modeling of nonlinear systems we have applied the genetic programming method to estimate nonlinear time sereis. We get the time series from the simple known nonlinear dynamics, and fed those to genetic programming. For the tested nonlinear systems, suggested method estimated the nonlinear dynamics correctly.

• Proceedings of the KOSOMBE Conference
• /
• v.1996 no.05
• /
• pp.111-114
• /
• 1996

Mucociliary transport is one of the essential defensive functions of the airway mucosa. In this paper, the objective and quantitative method of measuring CBF(Ciliary Beat Frequency) was developed based on the image processing method. Microscopic ciliary images are acquired through image processing board inside PC, and data necessary for the FFT(Fast Fourier Transform) analysis are extracted. By means of FFT analysis, maximum peak frequencies are found in each divided block of a whole acquired image. Finally using these frequencies, we compose a frequency map showing the spatial distribution of CBF's.

• Journal of Society of Preventive Korean Medicine
• /
• v.20 no.1
• /
• pp.65-73
• /
• 2016

Objectives : In this study, we investigated the trends of cohort project in domestic and overseas, and suggested the necessity of cohort on korean medicine and the direction of research. Methods : The papers which include cohort in the title and published by 2015 were searched using PubMed. In order to study the history of cohort in domestic and overseas, research trend was investigated based on the websites of each cohort projects and traditional medicine searching engine named OASIS. Results : Using PubMed, 42,802 papers were searched. Most of the studies over 50 % of total articles, however, were conducted in these 6 years. Nevertheless, cohort studies are being actively proceed, the korean medicine based on cohort studies are nonexistent. Therefore, further discussion about cohort study on korean medicine is necessary to gather physiological index and clinical index of korean medicine consistently. Conclusions : Systematically constructed cohort on korean medicine would be the foundation which collects information, such as gene information, bio information, dietary habit, life style, and Pattern identification (辨證), and integrates them. The analysis of massive clinical materials could suggest the basis of Prevention and treatment of korean medicine considering the difference between personal.

• Clinical and Experimental Pediatrics
• /
• v.55 no.4
• /
• pp.128-135
• /
• 2012

Purpose: Unbalanced diets and decreased physical activity have contributed to increased prevalence of obesity and metabolic syndrome in adolescents. We have performed a systematic review and data analysis to examine the association between dietary pattern and metabolic syndrome risk factors in adolescents. Methods: We searched the PubMed and BioMedLib databases for appropriate articles published during the past 10 years and selected 6 articles. The studies reviewed applied factor analysis or cluster analysis to extract dietary patterns. For data analysis, we examined the association between dietary patterns and the prevalence of metabolic syndrome risk factors using data of 3,168 adolescents (13 to 18 years) obtained from 4 consecutive Korean Nutrition Health and Nutrition Examination Surveys (1998, 2001, 2005, and 2007 to 2009). Results: Our systematic review confirmed that western dietary patterns are positively associated with metabolic syndrome risk factors such as obesity and elevated triglycerides, while traditional dietary patterns were negatively associated. Data analysis found that the number of adolescents aged 16 to 18 years who had "Rice & Kimchi" dietary pattern decreased, while the number having western dietary patterns increased during the 1998 to 2009 time frame. There were no changes in the dietary patterns in adolescents aged 13 to 15 years. The risk of elevated serum triglycerides and reduced serum high density lipoprotein cholesterol was high in the "Rice & Kimchi" dietary pattern compared to the other dietary pattern groups. Conclusion: Because adolescents' dietary patterns are changing continuously and have long-term effects, further studies on the dietary patterns of adolescents and their health effects into adulthood are necessary.

• Clinical and Experimental Reproductive Medicine
• /
• v.25 no.2
• /
• pp.123-128
• /
• 1998

Implantation rates remain low following human in vitro fertilization (IVF). Suboptimal culture conditions may limit the ability of embryos to hatch as blastocysts, and artificial opening of the zona pellucida has been proposed as a means to promote subsequent hatching (assisted hatching). In this study, assisted hatching (AH) by zona drilling using acidic Tyrode's solution was performed in 320 patients, due to their age of more than 38 years (group A), the thick zona pellucida (group Z; $ZP\geq0.18{\mu}m$), and failures in implantation more than 3 times in previous IVF-ET trial (group P). This study was designed firstly, to study the effects of AH on the outcomes of IVF-ET according to the indications and secondly, to verify the appropriate application of AH. The results were as follows; 1. There was no difference in pregnancy rate between AH group (26.6%) and non-AH group (26.5%). 2. Assisted hatching (AH) showed significantly higher pregnancy rate of the patients with thick zona pellucid a than those of the patients with age factor and with the history of repeated implantation failure. But in the patients with age factor only, AH resulted in higher pregnancy rate. 3. Interestingly, the patients with complex factors including zona factor (Z: 33.9%; ZA: 30.4%; ZP: 31.6%; ZAP: 21.4%) showed higher pregnancy rates than other complex factors excluding zona factor (A: 24.4%, P: 0%; AP: 10.8%). From these results, AH is more helpful to the patients with thick zona pellucida rather than patients with older age and/or previous repeated implantation failure.

• Food Science of Animal Resources
• /
• v.38 no.2
• /
• pp.209-223
• /
• 2018

The effect of high egg intake on metabolic syndrome (MetS), a major risk factor for cardiovascular disease (CVD), has not been clearly elucidated. This study was conducted to review the literature related to egg consumption and the risk of metabolic disease as well as to examine the association between high egg intake and MetS in Korean adults. A literature review was conducted using published papers in PubMed and EMBASE through December 2017. We have reviewed 26 articles, which were associated with egg consumption and metabolic diseases, and found that the results were controversial. Therefore, we analyzed data from 23,993 Korean adults aged 19 yrs and older. MetS was defined based on criteria from the Adult Treatment Panel III. Egg consumption of 4-6 times/wk and 1 time/day were significantly associated with reduced prevalence of MetS (Odds ratio (OR)=0.82; 95% Confidence interval (CI)=0.71-0.95 for 4-6 times/wk, OR=0.83; 95% CI=0.69-0.99 for 1 time/day) compared to those who consumed eggs less than once monthly. However, consuming two or more eggs per day was not associated with MetS. As for the components of MetS, an egg intake of once daily decreased the prevalence of abdominal obesity and an intake of 2-7 eggs weekly was shown to prevent a reduction in the high-density lipoprotein cholesterol levels. This study suggests that while consuming eggs 4-7 times weekly is associated with a lower prevalence of MetS, consuming two or more eggs daily is not associated with a reduced risk for MetS.

• Archives of Plastic Surgery
• /
• v.38 no.1
• /
• pp.1-6
• /
• 2011

Purpose: Currently, soft tissue filler products based on hyaluronic acid are widely used. They are safe, effective, and convenient to use compared with bovine collagens. However, all commercially available hyaluronic acid based fillers in Korea are imported ones. The purpose of this study is to evaluate efficacy of a new hyaluronic acid filler (HyaFilia; CHA bio&Diostech Co., Seoul), which has been recently developed in Korea. Methods: Three kinds of soft tissue fillers, including Restylane (Q-Med, Uppsala, Sweden), HyaFilia (CHA bio & Diostech Co., Seoul), Juvederm (Allergan, CA, USA), were injected subdermally into the back of hairless mice at six sites. The 2 cephalic sites composed Restylane groups, the 2 middle sites HyaFilia groups, and the 2 caudal sites Juvederm groups. Six hairless mice were included in the study, therefore, a total of 12 injections per group were performed. After 16 weeks after injection, the nodular swellings that resulted from the injections were excised wide enough to include skin beyond the swelling points down to the panniculus carnosus layer using 8mm punches. Volumes and weights were measured using a stereoimage optical topometer system and a weighting machine. Histologic comparisons were also carried out. Results: The mean volumes of the Restylane, HyaFilia and Juvederm groups were $3698{\times}103$, $4820{\times}103$, and $1435{\times}103$ PI, respectively. The mean weights of the Restylane, HyaFilia and Juvederm groups were 36.08, 37.83, and 24.66 mg, respectively. Histologic examination between the 3 groups showed no significant difference in tissue compositions and inflammatory reactions. Conclusion: The results of this study shows that HyaFilia is superior to Restylane and Juvederm in longavity of filling effect. Therefore, HyaFilia may be an effective replacement for the imported materials including Restylane and Juvederm.

• Journal of Chest Surgery
• /
• v.34 no.6
• /
• pp.490-493
• /
• 2001

A 17 year-old high school girl was admitted for anterior chest pain. Pulmonary edema and circulatory collapse progressed in spite of the medical treatment and intra-aortic balloon pump. Left ventricular assist device(LVAD, Bio-Pump, Medtronic Bio-Med, USA) was instituted under the impression of acute fulminant myocarditis. The inlet cannula was inserted in the left atrium(LA) via left submammary anterior thoracotomy. Biopsy was taken from left atrial appendage. The outlet cannula inserted to the left femoral artery using PTFE cuff. After 158 hours of extracorporeal circulation, LVAD was able to be weaned successfully with nearly normalized LV motion on echocardiogram, Coxsakievirus was identified with immunochemistry and serum neutralization test. She was discharged without any heart failure symptoms after 23 days of hopitalization.