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검색결과 506건 처리시간 0.028초

유전알고리즘과 신경회로망을 이용한 플라즈마 식각공정의 모델링과 최적제어입력탐색 (Modeling and optimal control input tracking using neural network and genetic algorithm in plasma etching process)

  • 고택범;차상엽;유정식;우광방;문대식;곽규환;김정곤;장호승
    • 대한전기학회논문지
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    • 제45권1호
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    • pp.113-122
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    • 1996
  • As integrity of semiconductor device is increased, accurate and efficient modeling and recipe generation of semiconductor fabrication procsses are necessary. Among the major semiconductor manufacturing processes, dry etc- hing process using gas plasma and accelerated ion is widely used. The process involves a variety of the chemical and physical effects of gas and accelerated ions. Despite the increased popularity, the complex internal characteristics made efficient modeling difficult. Because of difficulty to determine the control input for the desired output, the recipe generation depends largely on experiences of the experts with several trial and error presently. In this paper, the optimal control of the etching is carried out in the following two phases. First, the optimal neural network models for etching process are developed with genetic algorithm utilizing the input and output data obtained by experiments. In the second phase, search for optimal control inputs in performed by means of using the optimal neural network developed together with genetic algorithm. The results of study indicate that the predictive capabilities of the neural network models are superior to that of the statistical models which have been widely utilized in the semiconductor factory lines. Search for optimal control inputs using genetic algorithm is proved to be efficient by experiments. (author). refs., figs., tabs.

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치매의 침치료에 대한 해외 RCT 연구 동향 - pubmed의 2000~2018년 검색을 통하여 - (Recent RCT Research on the Effects of Acupuncture on Dementia - Based on a PubMed Search of Literature Published from 2000 to 2018)

  • 김은지;최기훈;정희경;권오훈;박주헌;김상균
    • 대한한방내과학회지
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    • 제39권3호
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    • pp.338-349
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    • 2018
  • Objective: The purpose of this study is to investigate recent clinical studies on the effects of acupuncture on dementia. Method: We searched RCTs (randomized controlled trials) using the database PubMed (2000-2018). Clinical RCT studies of acupuncture used to treat dementia in humans were included. Nine randomized controlled trials were included. Results: Various acupoints such as Baihui (GV20), Sishencong (EX-HN1), Fengchi (GB20), and Shenting (GV24) were used to treat symptoms. The studies reported a decrease in evaluation criteria, such as the Mini Mental State Examination (MMSE) and activities of daily living (ADL), for measuring cognitive ability. The acupuncture process, the results for outcome measure, and the effectiveness of studies were analyzed. We then assessed "risk of bias." Conclusions: Through this review, we found that acupuncture is applicable for the treatment of dementia. This can be used for future study.

와파린과 상호작용하는 한약재에 대한 고찰 (Overview of the Interaction between Warfarin and Korean Herbal Medicine)

  • 이인;박상무;박승찬;김도형;조민경;한창우;권정남;홍진우
    • 대한한방내과학회지
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    • 제33권2호
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    • pp.160-171
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    • 2012
  • Background and Objective : Warfarin is the standard anticoagulation treatment for atrial fibrillation, venous thromboembolism (VTE), and mechanical heart valves. Close monitoring of the International Normalized Ratio (INR) is required due to the drug's very narrow therapeutic window. Many factors can affect INR levels. Drug and food interactions are frequently cited as causes of adverse events with warfarin. We discussed interactions between herbs and warfarin studied in this research. Methods : In this review, PubMed was used to search medical journals. Keywords "warfarin AND interaction" were applied. Results : 55 articles were included. The possibility of correlation between warfarin and single herbal medicines such as Salviae Miltiorrhizae Radix, Angelicae Gigantis Radix, Ginseng Radix Alba, Lycii Fructus, Ginkgo Folium, Menthae Herba, Trigonellae semen was suggested. Furthermore, some herbal compounds interacting with warfarin were reported. The conclusion of studies reporting the effect of herbal medicine on warfarin were controversial due to small size or quality of research. Conculsions : We suggest that we should prescribe therapeutic herbal medicines to patients using warfarin more carefully and do INR follow-up regularly.

참당귀, 중국당귀, 일당귀 및 그 구성 생화합물의 약리작용에 대한 고찰 (A Review of Pharmacological Effects of Angelica gigas, Angelica sinensis, Angelica acutiloba and their Bioactive Compounds)

  • 김선애;오혜경;김지영;홍진우;조수인
    • 대한한의학회지
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    • 제32권4호
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    • pp.1-24
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    • 2011
  • Backgrounds: Danggui, one of the major herbs in Korean traditional medicine consists of three species: Angelica gigas of Korea, Angelica sinensis of China, and Angelica acutiloba of Japan. Despite its importance in Korean traditional medicine, recognition of the clinical differences between its three species is insufficient. Objectives: The purpose of the present review is to suggest evidence in using Angelica gigas, Angelica sinensis, and Angelica acutiloba distinctively in clinic, by comparing their pharmacological effects and bioactive compounds. Methods: We searched articles published from 2000 to 2009 in Pubmed, EMbase, and RISS. The search keywords were "Angelica gigas", "Angelica sinensis", "Angelica acutiloba", "dongquei", "toki", "Angelicae Radix", "Archangelica officinalis Hoffm.", "Garden Angelica", "Chinese angelica root", "tangkuei", and "danggui". 861 articles were searched. Among them, we selected 143 articles which met our inclusion criteria. Results: This review summarizes active constituents, experimental studies, clinical studies, pharmacokinetics, side effects and toxicity, drug interaction, and industrial use of Angelica gigas, Angelica sinensis, and Angelica acutiloba. Conclusions: While Angelica sinensis and Angelica acutiloba are relatively similar, Angelica gigas is quite different from the others in main active constituents and genetic form. The main experimental studies of Danggui are cardiovascular studies, central nervous system studies and anti-cancer activity. Even though there were cases in which the three species show similar pharmacological effects, the mechanism was not always shared. Therefore, distinguished use of Angelica gigas, Angelica sinensis and Angelica acutiloba is needed.

오령산의 고혈압 치료 효과에 대한 체계적 고찰 : 임상 논문을 중심으로 (A Systematic Review on Antihypertensive Effects of Oryeong-san)

  • 이혜윤;강기완;이은;이승호;한창호;장인수
    • 대한한방내과학회지
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    • 제34권3호
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    • pp.289-297
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    • 2013
  • Objectives : The purpose of this study was to review the clinical studies on antihypertensive effects of Oryeong-san. Methods : We searched papers using KTKP, Oasis, CNKI, PubMed, Embase, Science Direct, CINAHL, J STAGE and CiNii, and the key words "Oryeong-san (韓)", "Wuling-san (中)", "Gorei-san (日)", and "Hypertension" were used. Search range included randomized controlled trials (RCTs), clinical reports, reviews and animal experiments. Papers not matched with inclusion criteria were excluded. Results : A total 479 studies were found, with 457 excluded during title and screening. After scanning 22 papers, a final 3 RCTs and 6 case reports were selected and analyzed. In the 3 RCTs, the number of patients varied between 65 and 156. Patients with hypertension were randomized into groups for treatment group and control group. They were all treated with antihypertensive drugs (Vamlodipine Besylate, Benazepril, Perindopril); the treatment group was also given modified Oryeong-san. After treatment, results were that blood pressure was significantly decreased in the treatment group, compared to the control. The other 6 case reports reported that modified Oryeong-san alone or the combination of Oryeong-san plus antihypertensive drugs had beneficial effects on blood pressure. Conclusions : Oryeong-san appears to be effective in improving blood pressure and hypertension-related symptoms. The results of this study could be applied to clinical treatment of hypertension. Further large-scale clinical researches should be conducted.

황련(黃連)과 구성 생화합물의 약리작용에 대한 고찰 (Review of Pharmacological Effects of Coptidis Rhizoma and its Bioactive Compounds)

  • 김기배;이형탁;구경회;홍진우;조수인
    • 대한한의학회지
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    • 제33권3호
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    • pp.160-183
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    • 2012
  • Objectives: Coptidis Rhizoma is one of the most popular and multi-purpose herbs in traditional medicine. The purpose of this study was to contribute to research and applications of Coptidis Rhizoma in clinic, by analyzing and reviewing international studies on its chemical compositions and pharmacological effects. Methods: This study analyzed 344 articles published from 2000 to 2010 in PubMed, Refworks, Riss, and KTKP. The search keywords were "Coptis chinensis", "Coptis japonica", "Coptidis Rhizoma", "huanglian" and "huanglian in Chinese". From them, we selected 114 articles which met our inclusion criteria. Results: This study reviewed 114 articles on Coptidis Rhizoma and its active components in terms of 'Active components', 'Experimental studies', 'Clinical studies', 'Industrial use' and 'Side Effects/Toxicity'. Conclusions: The active components of Coptidis Rhizoma are berberine, coptisine, epiberberine, palmatine, jateorrhizine, magnoflorine, worenine, etc. It is reported that Coptidis Rhizoma and its active components have anti-inflammatory, antibacterial, antitumor, and antioxidant activity, and cardiovascular, hepatoprotective, antidiabetic, neuroprotective, gastrointestinal, pain relieving, discharge phlegm and metrocyte proliferation effects. Moreover, we found that Coptidis Rhizoma can be used for bath preparation, cosmetic products and as a natural antimicrobial substance.

골다공증 다빈도 처방과 구성 약물의 네트워크 분석 - 오아시스 검색을 중심으로 (Network Analysis of Herbs that are Frequently Prescribed for Osteoporosis with a Focus on Oasis Platform Research)

  • 신선미;고흥
    • 대한한방내과학회지
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    • 제42권4호
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    • pp.628-644
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    • 2021
  • Objectives: This study analyzed, through network analysis and data mining analysis, the relationship between herbs used in osteoporosis prescriptions, diversified the analysis of osteoporosis-related prescriptions, and analyzed the combination of herbs used in osteoporosis-related prescriptions. Methods: The prescriptions used in osteoporosis treatment and experiments were established by conducting a full survey of the papers published by the OASIS site. A database for osteoporosis-related prescriptions was established, herbs were extracted, and the frequency of frequent herbs and prescriptions were investigated using Excel (MS offices ver. 2013). Using the freeware R version 4.0.3 (2020-10-10), igraph, and arules package, network analysis was performed in the first second of prescription composition. Results: Among the osteoporosis-related prescriptions, the most studied prescriptions are as follows.: Yukmijihwang-tang (六味地黃湯) and Samul-tang (四物湯). In the osteoporosis prescription network, herbs with connection centrality, proximity centrality, mediation centrality, and eigenvector centrality appeared in the order of Rehmanniae Radix Preparata, Angelicae Gigantis Radix, Poria Sclerotium, Paeoniae Radix, and Glycyrrhizae Radix et Rhizoma. After extracting the herbal combination network, including the corresponding herbs, and clustering it, it can be divided into drugs of the Yukmijihwang-tang (六味地黃湯) series and the Samul-tang (四物湯). Conclusions: This study could assist researchers in diversifyingy formula analysis in future studies. Moreover, the herbal combination used in osteoporosis prescriptions could be used to search for osteoporosis prescriptions in other databases or to create a new prescription.

비인지적 요인이 취업에 미치는 영향: 구직기간과 근속기간 분석을 중심으로 (The Effect of Non-cognitive Skill on Employability: Focusing on the Period of Job Search and Tenure)

  • 임찬영
    • Journal of the Korean Data Analysis Society
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    • 제20권6호
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    • pp.3069-3085
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    • 2018
  • 본 연구에서는 구직기간과 근속기간에 미치는 비인지적 요인의 영향을 살펴보았다. 한국노동연구원의 노동패널 18차 삶의 인식에 대한 부가조사자료에는 개인의 비인지적 특성을 묻는 질문 문항이 들어있다. 노동패널자료를 사용하여 big5 성격특성과 통제소재 변인에 대한 내적일치도를 살펴보고, 분석방법으로는 구직기간과 근속기간 등 절단(censored)이 있는 표본을 포함하고 있는 자료의 분석에 적합한 비례위험해저드모형을 사용하였다. 추정결과 성격특성과 통재소재 등 비인지적 요인이 개인의 노동시장 성과에 영향을 미치는 것을 확인하였다. 구직기간 분석에서 성격요인 중 성실성이 성인구직자의 구직기간을 길게 하여 실업탈출률을 낮추는 것으로 나타났다. 이는 실업과 같은 불확실한 상황에서는 성실성으로 표현되는 신중함이 구직에 필요한 정보해석을 잘못하거나 왜곡할 수 있고, 결단성의 결여로 실업탈출에 제약이 되는 것으로 보인다. 근속기간 분석에서는 내적통재 소재자의 경우 근속기간이 길어 직장이탈가능성이 낮았다. 내적통재소재자는 내가 열심히 하면 조직에서 성공과 승진이 가능하다고 믿는 경향이 강하기 때문에 조직에 의해 더 선호될 수 있으며, 내적통제 경향이 강할수록 스스로의 행동에 대한 동기부여와 자제심이 크기 때문에 한 직장에 오래 머물 수 있는 요인이 되는 것으로 보인다.

항암화학요법 유발 말초신경병증에 대한 한약의 치료 효과: 체계적 문헌고찰 및 메타 분석 (The Therapeutic Efficacy of Herbal Medicine for Chemotherapy-Induced Peripheral Neuropathy: A Systematic Review and Meta-Analysis)

  • 김은혜;윤지현;이지영;윤성우
    • 대한암한의학회지
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    • 제25권2호
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    • pp.23-36
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    • 2020
  • Objective: This study was aimed to report the therapeutic effects of herbal medicine on chemotherapy-induced peripheral neuropathy (CIPN). Methods: The prior studies were searched from the databases included PubMed, Cochrane Library, EMBASE, CNKi, CiNii, KISS, NDSL, KMBASE, and OASIS until September 2020. The main search keywords were chemotherapy, peripheral neuropathy, and herbal medicine, and only randomized controlled trials that analyzed the therapeutic efficacy of herbal medicine were included. The Cochrane's Risk of Bias was used for assessment of the risk of bias and the Review Manager 5.3 program was used for meta-analysis. Meta-analyses were grouped by the administration routes of herbal medicines (oral administration or topical use). Results: Nine studies with a total of 563 participants were included. Compared with usual care, the effective rate was higher in oral administrated herbal medicine (RR 1.67, 95% CI 1.25 to 2.23; p<0.001, I2=31%). In addition, topical herbal medicine showed an significantly higher effective rate than placebo (RR 2.20, 95% CI 1.52 to 3.18; p<0.001, I2=0%) and usual care (RR 2.24, 95% CI 1.74 to 2.89; p<0.001, I2=66%). There was no severe adverse effect in all participants. Conclusions: Herbal medicine appears to improve neuropathy caused by chemotherapy in cancer patients more than conventional therapy of CIPN. However, as there is heterogeneity between the included studies and a lack of blinding, further well-designed researches are more needed.

암 환자의 마약성 진통제로 인한 변비 치료법에 대한 문헌고찰 (A Literature Review of Management for Opioid-Induced Constipation in Cancer Patients)

  • 윤지현;김은혜;이지영;윤성우
    • 대한암한의학회지
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    • 제25권2호
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    • pp.37-49
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    • 2020
  • Objective: Constipation is the most common adverse effect of opioid analgesic therapy in cancer patients. This can be associated with physical and emotional distress to cancer patients. The purpose of this study is to review the standard and alternative interventions of the management for opioid-induced constipation (OIC). Methods: The studies were searched from databases, including Pubmed, Google scholar, KISS, NDSL, and OASIS. The main search terms included such as constipation, opioid, opioid-induced constipation, cancer, management, herb, and acupuncture. Results: The prevention and usual care of constipation is a key tool for the management of OIC. Also, prophylactic laxatives starting concurrently with opiates helped to prevent developing constipation. Peripherally acting μ-opioid receptor antagonists (PAMORAs) significantly reduced OIC and well-tolerated. In addition, acupuncture, herb medicines, and interferential current or transcutaneous electrical nerve stimulation to acupoints had effectiveness in reducing constipation. Conclusion: Preliminary data indicate that PAMORAs and Traditional Korean Medicine may be considered as the management of unresolved OIC. However, due to the limited articles, more systematic and rigorous clinical trials are needed.