• Title/Summary/Keyword: The safe factor

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CycleGAN Based Translation Method between Asphalt and Concrete Crack Images for Data Augmentation (데이터 증강을 위한 순환 생성적 적대 신경망 기반의 아스팔트와 콘크리트 균열 영상 간의 변환 기법)

  • Shim, Seungbo
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.21 no.5
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    • pp.171-182
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    • 2022
  • The safe use of a structure requires it to be maintained in an undamaged state. Thus, a typical factor that determines the safety of a structure is a crack in it. In addition, cracks are caused by various reasons, damage the structure in various ways, and exist in different shapes. Making matters worse, if these cracks are unattended, the risk of structural failure increases and proceeds to a catastrophe. Hence, recently, methods of checking structural damage using deep learning and computer vision technology have been introduced. These methods usually have the premise that there should be a large amount of training image data. However, the amount of training image data is always insufficient. Particularly, this insufficiency negatively affects the performance of deep learning crack detection algorithms. Hence, in this study, a method of augmenting crack image data based on the image translation technique was developed. In particular, this method obtained the crack image data for training a deep learning neural network model by transforming a specific case of a asphalt crack image into a concrete crack image or vice versa . Eventually, this method expected that a robust crack detection algorithm could be developed by increasing the diversity of its training data.

Fish fauna and characteristics of Misgurnus anguillicaudatus and Aphyocypris chinensis populations in environmentally friendly and conventional paddy fields (관행 논과 친환경 논의 어류상 및 미꾸리와 왜몰개 개체군 특성)

  • Jeong Hwan Bang;Min-Kyeong Kim;Soon-Kun Choi;Jinu Eo;So-Jin Yeob;Myung-Hyun Kim
    • Korean Journal of Environmental Biology
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    • v.40 no.2
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    • pp.138-147
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    • 2022
  • Paddy fields are important habitats for maintaining the biodiversity of agricultural ecosystems. Recently, as the need for safe food and biodiversity conservation has increased, the rice cultivation methods have undergone changes. This study was conducted to investigate the fish fauna in Environmentally Friendly Paddy fields (EFP) and Conventional Paddy fields (CP), and compare the characteristics of Misgurnus anguillicaudatus and Aphyocypris chinensis populations in EFP and CP. A total of 2,703 fish were collected and classified into six families and 13 species. Our results showed that there was a difference in the proportion of fish populations in the two paddy fields, and the number of individuals in EFP was higher than in CP. The weight values of M. anguillicaudatus were higher in EFP than in CP, and the total length, body length, and weight values of A. chinensis were higher in EFP than in CP. Conditional factor(K) values also showed similar trends in EFP and CP. Our results indicate that the farming practices in paddy fields have a significant effect on the characteristics of M. anguillicaudatus and A. chinensis populations, and the results of this study can be used as basic data for securing biodiversity in future agricultural ecosystems.

Microbiological Hazard Analysis for HACCP System Application to fermented milk (발효유류의 HACCP 시스템 적용을 위한 미생물학적 위해 분석)

  • Park, Seong-Bin;Kwon, Sang-Chul
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.1
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    • pp.438-444
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    • 2015
  • The aim of this research was to apply a HACCP system (Hazard Analysis Critical Control Point) to fermented milk. The main ingredients of fermented milk, work facilities and workers were obtained from a company named YD, which is located in Seobuk-gu, Cheonan-si between November 5 2013 to April 13, 2014. A manufacturing process chart was prepared by referring to the manufacturing process of fermented milk manufacturers in common. The manufacturing process chart was made with raw materials; Raw milk, High Fructose Corn Syrup, Oligosaccharides, Lactic Acid bacteria and Subsidiary ingredients, Warehousing of packaging materials, Storage, Input, Preheating, Mixing, Homogeneity, Sterilization, Precooling, Culture, Filtration, In packaging, Out packaging, Storage, and Consignment, as listed Table 1. The results of the microbiological hazard analysis on the raw materials was safe after sterilization($90^{\circ}C{\pm}5^{\circ}C$, $35{\pm}3min.$) On the other hand,a microorganism test of an environment and workers suggested that the microbiological hazard should be reduced through systematic cleaning and disinfection accompanied by improved personal hygiene based on hygienic education on workers and the management of microorganisms in air.

Development of Safety Performance Function Based on Expressway Alignment Homogeneous Section (고속도로 선형 동질구간 기반의 안전성능함수 개발)

  • Seo, Im-Ki;Kang, Dong-Yoon;Park, Je-Jin;Park, Shin Hyoung
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.35 no.2
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    • pp.397-405
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    • 2015
  • In the past, expressways focused on mobility. However, the paradigm of expressways fuction today has been changed from fast expressways to safe expressways as people's quality of living and consciousness level heightened. In 2012, 3,550 traffic accidents occurred on expressways and 371 people died. The fatality rate of traffic accidents on expressways is almost twice that on general national roads. This study developed accident forecast models (safety performance functions) based on the number of traffic accidents and traffic volumes on six major lines on expressways. It is difficult to forecast safety performance functions for each expressway line because the lines and the scales of expressways are different from each other; therefore, integrated safety performance functions of six lines were determined first, and the coefficients, which can correct the traffic accidents on each line, were calculated. It is believed that this study will contribute in the safer management of expressways by being used as basic information in the establishment of traffic safety strategies for each expressway line in prevention of traffic accidents. Moreover, more studies would be required in the future, which would suggest reliable accident forecasts by calculating correction coefficients by line through integrated models by groups dependent on the characteristics of each line.

A Coupled Hydro-Mechanical Analysis of a Deep Geological Repository to Assess Importance of Mechanical Factors of Bentonite Buffer (심층 처분 시설의 수리 역학적 해석을 통한 벤토나이트 버퍼의 역학적 영향 인자 중요도 평가)

  • Jeon, Yoon-Soo;Lee, Seung-Rae;Kim, Min-Seop;Jeon, Jun-Seo;Kim, Min-Jun
    • Tunnel and Underground Space
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    • v.29 no.6
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    • pp.439-455
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    • 2019
  • A buffer is the major component of a high level radioactive waste repository. Due to their thermal conductivity and low permeability, bentonites have been considered as a key component of a buffer system in most countries. The deep geological condition generates ground water inflow and results in swelling pressure in the buffer and backfill. Investigation of swelling pressure of bentonite buffer is an important task for the safe disposal system. The swelling pressure that can be critical is affected by mechanical and hydro properties of the system. Therefore, in this study, a sensitivity analysis was conducted to examine the effect of hydro-mechanical (HM) behaviors in the MX-80 bentonite. Based on the results of the swelling pressure generation with HM model parameters, a coupled HM analysis of an unsaturated buffer and backfill in a deep geological repository was also carried out to investigate the major factor of the swelling pressure generation.

Factors Related to Housing Safety and Improved End-of-Life Care for Elderly People (노인의 라이프케어 증진을 위한 주거안전 영향 요인도출)

  • Kim, Ju-Hong;Oh, Myung-Hwa
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.6
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    • pp.341-351
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    • 2019
  • This study examines factors related to the safety of housing for elderly people. Because of the diverse problems that may occur due to aging, elderly residents may have special needs related to housing. To identify relevant factors, first, focus group interviews were conducted with six individuals aged 65 or older. Then, a Delphi survey was conducted on experts; this survey consisted of a questionnaire on factors related to the safety of housing for elderly people. Issues to address in the questionnaire were identified in the focus group interviews and also through an examination of literature published domestically and overseas. In the Delphi survey, opinions were collected from the experts; these opinions were then revised, collated, and analyzed. The factors identified in these steps were verified using a content validity index. As a result, a total of seven primary factors - outdoor environment, entrance, indoor environment, living room, bedroom, kitchen, bathroom, and restroom - and 23 sub-factors related to elderly people's housing safety were identified. The most frequently mentioned factors were indoor and outdoor stairs, safe flooring materials, and indoor thresholds. It is essential to identify the factors that most affect the safety of elderly people in their residences.

Tissue Adequacy and Safety of Percutaneous Transthoracic Needle Biopsy for Molecular Analysis in Non-Small Cell Lung Cancer: A Systematic Review and Meta-analysis

  • Bo Da Nam;Soon Ho Yoon;Hyunsook Hong;Jung Hwa Hwang;Jin Mo Goo;Suyeon Park
    • Korean Journal of Radiology
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    • v.22 no.12
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    • pp.2082-2093
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    • 2021
  • Objective: We conducted a systematic review and meta-analysis of the tissue adequacy and complication rates of percutaneous transthoracic needle biopsy (PTNB) for molecular analysis in patients with non-small cell lung cancer (NSCLC). Materials and Methods: We performed a literature search of the OVID-MEDLINE and Embase databases to identify original studies on the tissue adequacy and complication rates of PTNB for molecular analysis in patients with NSCLC published between January 2005 and January 2020. Inverse variance and random-effects models were used to evaluate and acquire meta-analytic estimates of the outcomes. To explore heterogeneity across the studies, univariable and multivariable metaregression analyses were performed. Results: A total of 21 studies with 2232 biopsies (initial biopsy, 8 studies; rebiopsy after therapy, 13 studies) were included. The pooled rates of tissue adequacy and complications were 89.3% (95% confidence interval [CI]: 85.6%-92.6%; I2 = 0.81) and 17.3% (95% CI: 12.1%-23.1%; I2 = 0.89), respectively. These rates were 93.5% and 22.2% for the initial biopsies and 86.2% and 16.8% for the rebiopsies, respectively. Severe complications, including pneumothorax requiring chest tube placement and massive hemoptysis, occurred in 0.7% of the cases (95% CI: 0%-2.2%; I2 = 0.67). Multivariable meta-regression analysis showed that the tissue adequacy rate was not significantly lower in studies on rebiopsies (p = 0.058). The complication rate was significantly higher in studies that preferentially included older adults (p = 0.001). Conclusion: PTNB demonstrated an average tissue adequacy rate of 89.3% for molecular analysis in patients with NSCLC, with a complication rate of 17.3%. PTNB is a generally safe and effective diagnostic procedure for obtaining tissue samples for molecular analysis in NSCLC. Rebiopsy may be performed actively with an acceptable risk of complications if clinically required.

Anisomycin, an Inhibitor of Protein Synthesis, Overcomes TRAIL Resistance in Human Hepatocarcinoma Cells via Caspases Activation and Bid Downregulation (Caspase 활성 및 Bid의 발현 저하를 통한 단백질 생성 억제제인 anisomycin의 인체간암세포에서 TRAIL 매개 apoptosis 유발의 활성화)

  • Jin, Cheng-Yun;Park, Cheol;Hong, Su Hyun;Choi, Yung Hyun
    • Journal of Life Science
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    • v.24 no.7
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    • pp.769-776
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    • 2014
  • Anisomycin, also known as flagecidin, is an antibiotic produced by Streptomyces griseolus that inhibits protein synthesis by binding to the ribosomal 28S subunit. The tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) is a protein that induces apoptotic cell death. TRAIL primarily causes apoptosis in tumor cells by binding to death receptors. Many human cancer cell lines are refractory to TRAIL-induced cell death. In this study, we investigated whether anisomycin could enhance TRAIL-mediated apoptosis in TRAIL-resistant human hepatocarcinoma Hep3B cells. Treatment with anisomycin and TRAIL alone did not reduce cell viability in Hep3B cells. However, in the presence of TRAIL, the anisomycin concentration dependently reduced the cell viability. Our results indicate that anisomycin sensitizes Hep3B cells to TRAIL-mediated apoptosis and that this occurs, at least partly, via caspase activation. Interestingly, Bid knockdown by small interfering RNA significantly reduced the induction of apoptosis in combination with anisomycin and TRAIL, indicating that anisomycin effectively acts to lower the threshold at which TRAIL-mediated truncated Bid triggers the mitochondrial-mediated apoptosis program in Hep3B cells. Therefore, the use of TRAIL in combination with anisomycin might provide an effective therapeutic strategy for the safe treatment of some TRAIL-resistant cancer cells.

Effect of essential oil from Coicis Semen (ECS) on proliferation of human hair dermal papilla cells (의이인의 정유 분획물이 모유두 세포의 성장에 미치는 영향)

  • Kim, Yoo-Jin;Seo, Kyung Hye;Jang, Gwi Young;Jung, Ji Wook;Kim, Mi Ryeo
    • The Korea Journal of Herbology
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    • v.36 no.3
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    • pp.47-53
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    • 2021
  • Objectives : Currently, the alopecia is one of the most emotionally stressful syndromes in human life. Human hair dermal papilla cells (HDPCs) play an essential role in controlling hair growth and in regulating hair cycle. We performed MTT assay, cell cycle, and western blot to determine the effects of essential oil from Coicis Semen (ECS) on hair growth in HDPCs. Methods : We monitored cell proliferations by MTT assay in HDPCs. After setting up the safe and effective concentration range to be treated ECS, cell cycle analysis was performed using flow cytometry. Also, the protein expression of hair growth-related factors such as insulin like growth factor-1 (IGF-1), Wnt, extracellular signal-regulated kinase (ERK), serine/threonine-specific protein kinase (Akt) in HDPCs was determined by western blot. Results : As results, cell proliferation was increased in ECS group compared to dimethyl sulfoxide (DMSO) group and minoxidil (MNXD) group. Cell number of ECS group was more decrease in sub G1 phase than cell number of DMSO group. Also, cell number of ECS group increased compared to cell number of DMSO group in G1 phase. Protein expression of ECS group was higher than protein expression of DMSO group on related hair growth factors (IGF-1, Wnt, ERK, Akt). Conclusion : As mentioned above, ECS increased cell proliferation and the protein expression of IGF-1, Wnt, ERK, and Akt. These results suggest that ECS could be used as a potential material for the treatment of alopecia by increasing the proliferation of HDPCs.

The Anti-oxidant and Anti-microbial Activities of Purified Syringin from Cortex Fraxini (진피로부터 정제한 Syringin의 항산화 및 항균 활성)

  • Seol, Min-Kyeong;Bae, Eun-Yeong;Cho, Young-Je;Park, Soon-Ki;Kim, Byung-Oh
    • Journal of Life Science
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    • v.30 no.8
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    • pp.695-700
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    • 2020
  • The purpose of this study is to evaluate the anti-oxidant and anti-microbial activity of syringin isolated from Cortex Fraxini to investigate their potential for use as safe natural compounds. Purified syringin was dissolved in distilled water for each concentration and used in each experiment. Syringin showed higher 2,2-Diphenyl-1-picrylhydrazyl radical scavenging than butylated hydroxytoluene (BHT) at a concentration of 50 ㎍/ml. In 2,2'-Azino-bis (3-ethylbenzothiazoline-6-sulfonic acid) radical scavenging, activity was similar to that of BHT at all concentrations. In antioxidant protection factor measurement, activity of syringin slightly increased as the concentration increased, as did the inhibitory effect of thiobarbutric acid reactive substances. In evaluating anti-microbial activity, the clear zones of Listeria monocytogenes KCTC 13064, Staphylococcus aureus KCTC 1916, Escherichia coli KCTC 2571, and Helicobacter pylori HPKCTC B0150 at a concentration of 200 ㎍/ml were found to be 17.8 mm, 20.45 mm, 17.05 mm, and 16.8 mm, respectively, but no clear zone was observed in the case of Candida albicans ATCC 10231. The activity against water-soluble antioxidants was therefore superior to that against lipid-soluble antioxidants. Anti-microbial activity was examined by inhibiting growth against gram-positive and -negative strains, and anti-fungal activity was not observed. Based on the results of this study, syringin has possible applications as a natural anti-oxidant and anti-microbial material.