• Title/Summary/Keyword: KD

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A Study on Power Quality Diagnosis System using Neural NetWorks (전기품질 진단 시스템 개발을 위한 인공 신경망 적용에 관한 연구)

  • Kim, Jin-Su;Kim, Young-Il;Kim, Kwang-Soon;Park, Gi-Ju
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.8
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    • pp.1351-1359
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    • 2007
  • In this paper, we have studied the power quality(PQ) diagnosis system with the two methods for PQ diagnosis. One to Apply a regulation value in compliance with mathematics calculation, and the other Automatic identification using Neural network algorithm. Neural network algorithm is used for an automatic diagnosis of the PQ. The regulation proposed by IEEE 1159 Working group is applied for the precision of the diagnosis. In order to divide accurate segmentation, the algorithm for a computer training used the back propagation out of several neural network algorithms. We have configured the proto-type sample by using Labview and a programmed Neural Networks Algorithm using with C. And arbitrary electric Signal generated by OMICRON Company's CMC 256-6 for an efficiency test.

Production of chicken egg yolk antibody to Canine parvovirus (개의 파보바이러스에 대한 난황 항체 생산)

  • Oh, Tae-ho;Han, Hong-ryul
    • Korean Journal of Veterinary Research
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    • v.36 no.4
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    • pp.895-902
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    • 1996
  • 산란계에 불활화 개 파보바이러스 백신을 근육내로 1주 간격으로 4회 접종하여 면역화시키고 최종 접종 2주후에 채란하여 $4^{\circ}C$에 보관하며 사용하였다. 난황항체는 5% HPMCP를 이용하여 분리하였고 0.5% HPMCP 용액은 lipid 침전에 매우 효과적이었으며 희석배수 10배에서 투명한 상층액을 나타내었다. 1차분리한 상층액의 단백질 농도는 2.5mg/ml이었고 최종 단백질 용액의 경우는 26.53mg/ml이었다. SDS-PAGE 전기영동상에서 분자량 60~70 KD 및 30~40 KD의 2 band가 나타났으며 non-reducing 전기영동에서는 닭 혈청 IgG와 같은 120~160 KD의 분자량을 보인 band가 각각의 분리용액에서 나타났다. 난황 항체의 개 파보바이러스에 대한 혈구응집억제반응 항체역가는 혈청의 역가에 비해 1주의 차이를 주며 증가했으며 난황 항체는 1:640에서 1:2560, 혈청은 1:640에서 1:5120을 나타내었다.

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SqueezeNet based Single Image Super Resolution using Knowledge Distillation (SqueezeNet 기반의 지식 증류 가법을 활용한 초해상화 기법)

  • Seo, Yu lim;Kang, Suk-Ju
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2020.11a
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    • pp.226-227
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    • 2020
  • 근래의 초해상화 (super-resolution, SR) 연구는 네트워크를 깊고, 넓게 만들어 성능을 높이는데 주를 이뤘다. 그러나 동시에 높은 연산량과 메모리 소비량이 증가하는 문제가 발생하기 때문에 이를 실제로 하드웨어로 구현하기에는 어려운 문제가 존재한다. 그렇기에 우리는 네트워크 최적화를 통해 성능 감소를 최소화하면서 파라미터 수를 줄이는 네트워크 SqueezeSR을 설계하였다. 또한 지식 증류(Knowledge Distillation, KD)를 이용해 추가적인 파라미터 수 증가 없이 성능을 높일 수 있는 학습 방법을 제안한다. 또한 KD 시 teacher network의 성능이 보다 student network에 잘 전달되도록 feature map 간의 비교를 통해 학습 효율을 높일 수 있었다. 결과적으로 우리는 KD 기법을 통해 추가적인 파라미터 수 증가 없이 성능을 높여 다른 SR네트워크 대비 더 빠르고 성능 감소를 최소화한 네트워크를 제안한다.

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NT-pro BNP : A new diagnostic screening tool for Kawasaki disease (가와사끼병에서 진단적 지표로서의 NT-proBNP)

  • Lee, Hyunju;Kim, Heejung;Kim, Hae Soon;Sohn, Sejung
    • Clinical and Experimental Pediatrics
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    • v.49 no.5
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    • pp.539-544
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    • 2006
  • Purpose : The purpose of this study was to determine whether N-terminal fragment of B-type natriuretic peptide(NT-proBNP) may be used to differentiate acute Kawasaki disease(KD) from other clinically similar diseases. Methods : Using electrochemiluminescence immunoassay, NT-proBNP concentrations were measured in the acute phase within 10 days after the onset of KD(n=58) and in the convalescent phase, 60 to 81 days after the onset(n=51), and also in patients with acute febrile disease as a control(n=34). Echocardiography was performed to detect pericardial effusion(PE) and coronary artery lesions(CAL), and to measure the left ventricular dimension at diastole(LVIDd) and ejection fraction(LVEF). The cutoff value of NT-proBNP for separating KD from other diseases was determined. Results : NT-proBNP concentration in the acute phases of KD was significantly higher than that in the control group($1,501.6{\pm}2,132.6$ vs. $139.0{\pm}88.8pg/mL$, P<0.0001). In KD patients, NT-proBNP was elevated in the acute phase and was lowered in the convalescent phase($1,466.0{\pm}2,173.2$ vs. $117.5{\pm}95.5pg/mL$, P<0.0001). The cutoff value of 260 pg/mL discriminated KD patients from other patients, with a sensitivity of 93 percent and a specificity of 88 percent. The NT-proBNP was higher in patients with PE(n=17) compared with those without PE(n=41)($1,784.2{\pm}1,903.1$ vs. $1,384.4{\pm}2,232.6pg/mL$, P=0.52). Comparison of NT-proBNP could not be done between patients with CAL and those without, owing to a small number of patients with CAL(n=3). There was no correlation between NT-proBNP and LVEF index(r=0.104, P=0.46) or LVIDd index(r=0.171, P=0.22). Conclusion : NT-proBNP increases in the acute phase of KD and decreases to within normal range in the convalescent phase. NT-proBNP >260 pg/mL may be highly suggestive of acute KD. NT-proBNP may be used as a diagnostic tool for KD.

Serum Nitric Oxide and Tumor Necrosis Factor-α Levels in Patients with Kawasaki Disease (가와사키병 환아에서 면역글로불린 투여 전후의 혈중 Nitric Oxide와 Tumor Necrosis Factor-α에 대한 연구)

  • Park, Ji Hye;Shin, Jee Seon;Hong, Young Mi
    • Clinical and Experimental Pediatrics
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    • v.48 no.7
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    • pp.772-778
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    • 2005
  • Purpose : Kawasaki disease(KD) is a systemic panvasculitis that causes coronary artery lesions. KD is accompanied by immunoregulatory abnormalities. Nitric oxide(NO) can induce relaxation of blood vessels by activating guanylate cyclase in smooth muscle cells and high levels of NO may result in coronary artery lesions. We investigated tumor necrosis factor$(TNF)-{\alpha}$ and NO production before and after intravenous immunoglobulin(IVIG) therapy to study the roles of NO and $TNF-{\alpha}$ in KD with coronary artery lesions. Methods : Serum levels of NO and $TNF-{\alpha}$ were measured in 24 patients with KD(group I, eight patients with normal coronary artery; group II, 16 patients with coronary artery lesions) and 23 controls(group III, 13 afebrile controls; group IV, 10 febrile controls). Blood samples from each subject were drawn before and after IVIG therapy and in the convalescent stage. Serum concentrations of NO and $TNF-{\alpha}$ were measured by enzyme linked immuno sorbent assay. Results : The NO levels before IVIG therapy were significantly higher in group II than in group I, group III and group IV. After IVIG therapy the levels of NO were significantly higher in group I and group II than in group III. The $TNF-{\alpha}$ levels before IVIG therapy were significantly higher in group I and group II than in group III. The serum $TNF-{\alpha}$ and NO levels were higher before IVIG therapy and decreased through the convalescent stage in KD patients. In the acute stage of KD patients with coronary artery lesions, serum NO levels significantly correlated with white blood cells (r=0.43, P<0.05). Conclusion : The serum concentration levels of $TNF-{\alpha}$ and NO were abnormally high in KD patients and NO concentrations were statistically higher in the KD patients with coronary artery abnormalities than those without coronary abnormality during the early stage of the KD. These results suggest NO may be involved in the development of coronary artery lesions.

Epidemiologic study of Kawasaki disease in 6 months old and younger infants (6개월 이하 영아에서의 가와사끼병의 역학적 연구)

  • Park, Yong Won;Han, Ji Whan;Park, In Sook;Kim, Chang Hwi;Cha, Sung Ho;Ma, Jae Sook;Lee, Joon Sung;Kwon, Tae Chan;Lee, Sang Bum;Kim, Chul Ho;Lee, Heung Jae;Yun, Yong Soo
    • Clinical and Experimental Pediatrics
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    • v.51 no.12
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    • pp.1320-1323
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    • 2008
  • Purpose : The aim of this study was to investigate the epidemiologic status of Kawasaki disease (KD) in infants ${\leq}6months$ of age. Methods : For the epidemiologic study of KD in Korea, data from 22,674 KD patients were collected from 1997 to 2005 on a 3-year basis by a retrospective survey. From this survey, data of 1,739 KD patients ${\leq}6months$ of age were analyzed and compared with those of KD patients >6 months of age. Results : A total of 1,739 patients ${\leq}6months$ of age, including 1,088 males and 651 females, represented 7.7% of total KD patients. These subjects included 22 patients aged <1 month, 171 patients aged 1-2 months, 304 patients aged 2-3 months, 407 patients aged 3-4 months, 372 patients aged 4-5 months, and 463 patients aged 5-6 months. Their mean age of onset was 4.3 months, and the male-to-female ratio was 1.67:1. Incidences of coronary arterial (CA) abnormalities (21.0% versus 18.7%) and CA aneurysms (4.7% versus 3.1%) detected by echocardiography showed differences between patients with KD younger and older than 6 months, respectively. Conclusion : Comparison of data from KD patients >6 months old with data from 1,739 KD patients ${\leq}6months$ old showed significantly higher incidences of CA abnormalities and CA aneurysms in the younger patients.

Polymorphisms of tumor necrosis factor-alpha promotor gene in Kawasaki disease and relation to the risk of coronary artery lesion (가와사키병에서의 TNF-alpha 유전자의 다형성 및 관상동맥 합병증과의 연관성)

  • Kim, Se-hwa;Yun, Jang-won;Lee, Young-hyuk;Cheon, Eun-jung
    • Clinical and Experimental Pediatrics
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    • v.52 no.4
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    • pp.476-480
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    • 2009
  • Purpose : The purpose of this study was to investigate the polymorphisms of the TNF-alpha promotor gene, its susceptibility to Kawasaki disease (KD) and to assess whether the TNF-alpha promotor gene polymorphism was related the risk of coronary artery lesions (CALs). Methods : From January 2003 to January 2007, 51 children (30 boys and 21 girls) with KD and 48 children forming an age-matched control group were studied. DNA from the peripheral blood of all the children was sampled, and the DNA polymorphisms of the 5' flanking regions of the TNF-alpha promoter gene at position -308 [guanine (G) to adenine (A)] were determined by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP). Then, the relationship between KD and the TNF-alpha promotor gene polymorphisms was evaluated. Results : The A allele frequency of the -308 site of the TNF-alpha promotor gene was 17.6% (9/51) for children with KD and 6.8% (3/48) for the control group children, but this result was not statistically significant. Twenty-four patients experienced CALs within 60 days after the onset of symptoms. KD children with TNF-alpha -308 A allele had lower frequencies of CALs (12.5% versus 22.2%, P>0.05). Conclusion : The DNA polymorphism of the -308 site TNF-alpha gene was not associated with susceptibility to KD and a risk of CALs. Multicenter, large-scale randomized controlled trials are needed for further study.

Selective Mechanism of Cyhalofop-butyl ester between Rice(Oryzae sativa L.) and Echinochloa crus-galli - IV. Effect on Enzyme Activity, Biosynthesis of Fatty Acid and Protein in Rice and Echinochloa crus-galli (제초제(除草劑) Cyhalofop-butyl ester의 벼와 피간(間)의 선택성(選擇性) 기작(機作) - IV. 효소활성(酵素活性), 지방산(脂肪酸) 및 단백질합성(蛋白質合成)에 미치는 영향(影響))

  • Park, J.E.;Lee, I.Y.;Park, T.S.;Ryu, G.H.;Kim, Y.K.;Kim, K.U.
    • Korean Journal of Weed Science
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    • v.17 no.2
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    • pp.192-198
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    • 1997
  • This experiment was carried out to determine selectivity of herbicide cyhalofop-butyl ester on enzyme activity, biosynthesis of fatty acid and protein between rice and Echinochloa crus-galli. Activity of the acetyl-CoA carboxylase(ACCase) was inhibited greater in E. crus-galli than in rice by the treatment of cyhalofop-butyl ester. The ACCase activity in E. crus-galli was observed with $I_{50}$ at 1-2ppm of cyhalofop-butyl ester, while in rice only at above 10ppm. Cyhalofop-butyl ester also inhibited the biosynthesis of fatty acid by 61% of palmitic acid, 54% of linoleic acid and 41% of linolenic acid in E. crux-galli. In contrast, no significant difference of fatty acid content was observed in rice at 5DAT as compared with the untreated control. Protein patterns of rice between the herbicide treatment and the untreated control were not significantly different, but in E. crus-galli, 3 protein spots were disappeared in between 29KD and 45KD.

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Effect of Cold Storage on the Palatability of Thawed Holstein Tenderloin (냉장에 의한 해동 홀스타인 안심육의 기호성 향상)

  • 정인철;김미숙;임채원;문귀임;차인호;권혁동;문윤희
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.25 no.4
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    • pp.637-642
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    • 1996
  • This study was carried out to investigate the change of palatability improvement of cooked meat by the physico-chemical properties and sensory characteristics as aging at $3^{\circ}C$ after thawing of frozen Holstein tenderloin. Shear force value(SFV), myofibrillar fragmentation ratio(MFR), appearance of 30ki1o dalton (30KD) component, raw meat aroma, tenderness, palatability of cooked meat, content of free amino acid and ATP related compound were measured. Raw meat aroma (p< 0.01), tenderness(p<0.05), SFV(p<0.05), MFR(p<0.01) and 30KD(p<0.001) of unfrozen beef tenderloin aged at $3^{\circ}C$ were superior than frozen beef tenderloin. As aging at $3^{\circ}C$ after thawing of frozen beef tenderloin SFV(p<0.05) decreased, MFR(P<0.001) and 30KD(p<0.001) increased, and raw meat aroma and tenderness improved(p<0.05). Also, cooked meat aroma, texture and palatability improved(p<0.05), without changing the taste. The content of aspartic acid and leucine of tenderloin aged thawing of frozen beef abounded were more than frozen beef(p<0.05), concentration of IMP(P<0.05) decreased, the hypoxanthine(p<0.05) and inosine increased.

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Preparation and Characterization of the Hydrolyzed Protein from Shaving Scraps of Leather Waste Containing Chromium by the Combination Treatment with Alkaline Inducing Agent and Alkaline Proteolytic Enzyme (Alkaline Inducing Agent 및 Alkaline Proteolytic Enzyme 혼용처리에 의한 Shaving Scraps 가수분해 단백질의 제조 및 특성)

  • Kim, Won-Ju;Cho, Ju-Sik;Lee, Hong-Jae;Heo, Jong-Soo
    • Journal of the Korea Organic Resources Recycling Association
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    • v.6 no.1
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    • pp.1-12
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    • 1998
  • To examine the possibility of protein recycling of shaving scraps containing chromium generated from manufacturing process of leather, the optimum hydrolysis conditions and the withdrawal methods of low molecular weight protein for using the liquid fertilizer sources by investigation of solubilities of hydrolyzed protein, inorganic nutrients contents and molecular weight distributions of hydrolyzed protein from shaving scraps treated with mixed alkaline inducing agents and mixed alkaline proteolytic enzymes including MgO were investigated. In hydrolysis of shaving scraps treated with mixed alkaline inducing agents, the solubility of shaving scraps were clearly different with 65~85% according to the sorts of the inducing agents, and the degree of hydrolysis was high in the order of NaOH, $Ca(OH)_2$ and KOH. The average molecular weights of withdrawal hydrolyzed protein were 10, 40 and 80 KD treated with NaOH, $Ca(OH)_2$ and KOH, respectively. And the chromium contents was about 15 ppm. In hydrolysis of shaving scraps treated with mixed alkaline proteolytic enzymes, the bility of shaving scraps were high in the order of alcalase, esperase and savinase. In c of treating 0.5% alcalase, the low molecular weight of hydrolyzed protein could be withdrawn. The solubility of the hydrolyzed protein was about 85%, the average molecular weight of the protein was below 1 KD and chrome content of the protein was below 10 ppm.

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