• Computers and Concrete
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• 제12권3호
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• pp.243-259
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• 2013

Recent developments in Artificial Intelligence (AI) and computational intelligence have made it viable in the construction industry and structural analysis. This study usesthe Adaptive Network-based Fuzzy Inference System (ANFIS) as a modelling tool to predict the strain in tie section for High Strength Self Compacting Concrete (HSSCC) deep beams. 3773 experimental data were collected. The input data andits corresponding strains in tie section as output data were recorded at all loading stages. Results from ANFIS are compared with the classical linear regression (LR). The comparison shows that the ANFIS's results are highly accurate, precise and satisfactory.

• Environmental Engineering Research
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• 제14권3호
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• pp.170-173
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• 2009

This study examined the special technique of photocatalytic degradation (RPODisk) for removal of taste and odor causing materials, algae, and algal toxin. The RPODisk was effective for removal of these troublesome contaminants. It outperformed the fixed media and the UV irradiation for geosmin removal. The RPODisk performance was comparable to the combination of the UV irradiation with TiO2. The RPODisk performance was affected by the rotating speed. The faster the speed was, the better the performance. The RPODisk was also effective for removal of algae and algal toxin. The algal activity reduced by 80% after 30 mins of the treatment. More toxic microcystin (MC)-LR was more difficult to remove than MC-RR. The times for 50% removal were 23.7 mins for MC-LR and 14.1 mins for MC-RR. Almost 100 mins of the contact time was required to completely remove MC-LR at the rotating speed of 260 rpm.

• Computers and Concrete
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• 제11권3호
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• pp.237-252
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• 2013

This paper presents the application of artificial neural network (ANN) to predict deep beam deflection using experimental data from eight high-strength-self-compacting-concrete (HSSCC) deep beams. The optimized network architecture was ten input parameters, two hidden layers, and one output. The feed forward back propagation neural network of ten and four neurons in first and second hidden layers using TRAINLM training function predicted highly accurate and more precise load-deflection diagrams compared to classical linear regression (LR). The ANN's MSE values are 40 times smaller than the LR's. The test data R value from ANN is 0.9931; thus indicating a high confidence level.

• 생태와환경
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• 제34권1호통권93호
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• pp.45-53
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• 2001

남조류 물꽃현상이 나타나는 일본의 Suwa호에서 방류수를 통해 하류하천 (Tenryu강과 Nishitenryu 수로)으로 유출된 남조류세포와 남조류 독소 (microcystin-LR,-RR, YR)의 유하과정에서의 변동을 1998년 5월부터 10 월까지 조사하였다. 하천 내 모든 지점에서 식물플랑크톤 종조성은 상류의 호수와 일치하였다. 6월과 7월에 우점한 남조류는 M. ichthyoblabe였고, 8월부터 증가한 M. viridis는 10월까지 우점종이었다. Microcystin은 남조류의 현존량이 증가한 7월부터 검출되기 시작하여 남조류 세포밀도의 계절변동에 따라 농도가 변동하였으며, 3종류 microcystin의 조성변화는 남조류 종조성과 관련이 있었다. Microcystis. ichthyoblabe가 우점한 7월에는 MC-RR과 -LR만이 검출된 반면, M. viridis가 우점한 8월 부터 10월까지는 3종류의 microcystin이 모두 검출 되었다. Microcystin은 호수로부터 32 km 떨어진 하류지점에서도 3.2${\sim}$0.3 ${\mu}$g/l의 농도로 검출되었다. Tenryu강 지점 2와 지점 5사이의 29 km 구간 (유하시간 11시간)에서 세포밀도와 microcystin 농도의 감소율은 각각 73%, 72%이었고, 희석에 의한 세포밀도와 microcystin 농도의 감소율이 각각 61%와 57%로서 감소요인의 대부분을 차지하였다. 인공수로에서는 자연하천보다 남조류 세포와 독소의 제거율이 더 낮았다. 이러한 결과들은 남조류가 번성한 부영양호의 하류하천에서는 먼 거리까지 남조류의 독소가 전달되어 공중보건에 위해성을 줄 수 있음을 보여 주고 있다.

• Journal of Acupuncture Research
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• 제31권4호
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• pp.33-43
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• 2014

This study was performed to investigate the protective effects of acupuncture on the liver in the oxidative stress caused by cadmium accumulation. Sprague-Dawley male($150{\pm}30g$) rats were stabilized for a week and divided into 5 groups which is normal, control, $LR_3$ acupuncture, $BL_{23}$ acupuncture and sham acupuncture group. For three days experimental groups were received oral doses of cadmium 2 mg/kg twice a day. Acupuncture was given bilaterally at each point 10 times for two weeks. The depth of stimulation was 1 mm at right angles and torsion of acupuncture was produced 2 times per second for 1 minutes. The liver was shipped off and taken weight at the last day of two weeks, and hepatic functions was confirmed through alanine transaminase(ALT) and aspartate amino-transferase(AST). We measured reactive oxygen species of serum, liver and kidney, and compared expression levels of superoxide dismutase(SOD), catalase, glutathione peroxidase(Gpx), nuclear factor erythroid derived 2-related factor 2(Nrf-2), heme oxygenase-1(HO-1), nuclear factor-${\kappa}B$ (NF-${\kappa}B$), cyclooxygenase-2(COX-2), inducible nitric oxide synthase(iNOS), Bax and Cytochrome c. $BL_{23}$ acupuncture group significantly increased liver weight and decreased ALT compared to control group. For the oxidative stress, $LR_3$ acupuncture group significantly reduced reactive oxygen species, and $BL_{23}$ acupuncture group significantly reduced reactive oxygen species and inflammation-related protein compared to control group. But $LR_3$ acupuncture group and $BL_{23}$ acupuncture group didn't significantly reduce apoptosis-related protein. Therefore $LR_3$ and $BL_{23}$ acupuncture showed the effects of antioxidant and anti-inflammatory, especially $BL_{23}$ acupuncture was more effective than $LR_3$ acupuncture on the protection of liver in the oxidative stress.

• Journal of Acupuncture Research
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• 제27권1호
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• pp.129-135
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• 2010

Objectives : The purpose of this research was to examine that effect of Sosang($LU_1$)-Eunbaek($SP_1$) bloodletting was similar to effect of Sa-kwan $LI_4$) and Taechung($LR_3$)> acupuncture on pain and discomfort of acute dyspepsia in upper abdomen. Methods : We divided 36 patients with acute dyspepsia into two groups and treated Group A with Sosang($LU_{11}$)-Eunbaek($SP_1$) bloodletting and Group B with Sa-kwan $LI_4$) and Taechung($LR_3$)> acupuncture. Pain and discomfort in upper abdomen was measured by Visual Analogue Scale(VAS) scores of the two groups before treatment and after 15 minutes to treat. Results : Both group A and B represented effective improvement in VAS of pain and discomfort in upper abdomen. And there was no difference between A group and B group statistically. Conclusions : It is suggested that Sosang($LU_{11}$)-Eunbaek($SP_1$) bloodletting may have similar effect compared with Sa-kwan $LI_4$) and Taechung($LR_3$)> acupuncture on acute dyspepsia treatment.

• Journal of Acupuncture Research
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• 제23권3호
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• pp.165-175
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• 2006

Objectives: The purpose of this study was to compare Taebaek(SP3) Sinmun(HT7), Daedon(LR 1) Yongcheon(KI1) on the Blood Pressure in Hypertensive RAT induced by 2K1C. Methods : This experiments was to investigate the effects of Herbal-Acupuncture at Taebaek(SP3) Sinmun(HT7), Daedon(LR1) Yongcheon(KIl) on the Blood Pressure, Cardiomegalic index, plasma levels of renin, plasma levels of atrial natriuretic peptide(ANP), serum levels of potassium, and serum levels of aldosterone in Hypertensive RAT induced by 2KlC. Results : The results were as follows. I. Blood Pressure was decreased significantly after Herbal-Acupuncture of Taebaek(SP3) Sinmun(HT7), Daedon(LR1) Yongcheon(KI1). II. Cardiomegalic index was decreased significantly after Herbal-Acupuncture of Daedon(LRl) Yongcheon(KI1). III. Plasma levels of atrial natriuretic peptide(ANP) was increased significantly after Herbal-Acupuncture of Taebaek(SP3) Sinmun(HT7), Daedon(LRl) Yongcheon(KIl). IV. Plasma levels of renin was decreased significantly after Herbal-Acupuncture of Taebaek(SP3) Sinmun(HT7), Daedon(LRl) Yongcheon(KI1). Conclusion : These results suggest that Blood pressure was decreased significantly after Herbal-Acupuncture of Daedon(LRl) Yongcheon(KI1) in Hypertensive RAT induced by 2K1C.

• 수산해양기술연구
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• 제50권4호
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• pp.447-454
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• 2014

The marine microalgae Chaetoceros calcitrans was cultured under a fluorescent lamp (CON) and light-emitting diodes (LEDs) of various wavelengths (blue, LB; red, LR; green, LG; white, LW); changes in growth, fucoxanthin, chlorophyll-a, amino acid and fatty acid profiles were investigated. LR-exposed cultures exhibited the highest specific growth rate (SGR) (0.34), whereas LG-exposed cultures showed the lowest SGR (0.26). After cultivation for 10 days, the maximum dry cell weight (g/L) of LR-exposed cultures was significantly higher than that of those exposed to other light conditions (LR${\geq_-}$CON>LB${\geq_-}$LW${\geq_-}$LG). Eicosapentaenoic acid (EPA) levels were significantly higher in CON-exposed cultures compared to those exposed to LW (P<0.05), with no marked difference compared to those exposed to LB, LR and LG (P>0.05). The fucoxanthin content was highest in LB-exposed cultures ($6.3{\mu}g/mL$), whereas LW showed the lowest ($3.6{\mu}g/mL$; P<0.05). Chlorophyll-a content was highest in cultures exposed to LB compared to other light sources. These results suggest consistent differences in growth and biochemical composition after exposure to light of different wavelengths.

• Animal Bioscience
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• 제34권1호
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• pp.20-25
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• 2021

Objective: The objective of the study was to investigate the possibility of utilizing an early litter size trait as an indirect selection trait for longevity and to estimate genetic parameters between sow stayability and litter size at different parities using a linear-threshold model for longevity in Thai Large White (LW) and Landrace (LR) populations. Methods: The data included litter size at first, second, and third parities (NBA1, NBA2, and NBA3) and sow stayability from first to fourth farrowings (STAY14). The data was obtained from 10,794 LR and 9,475 LW sows. Genetic parameters were estimated using the multiple-trait animal model. A linear-threshold model was used in which NBA1, NBA2, and NBA3 were continuous traits, while STAY14 was considered a binary trait. Results: Heritabilities for litter size were low and ranged from 0.01 to 0.06 for both LR and LW breeds. Similarly, heritabilities for stayability were low for both breeds. Genetic associations between litter size and stayability ranged from 0.43 to 0.65 for LR populations and 0.12 to 0.55 for LW populations. The genetic correlation between NBA1 and STAY14 was moderate and in a favorable direction for both LR and LW breeds (0.65 and 0.55, respectively). Conclusion: A linear-threshold model could be utilized to analyze litter size and sow stayability traits. Furthermore, selection for litter size at first parity, which was the genetic trait correlated with longevity, is possible when one attempts to improve lifetime productivity in Thai swine populations.

• Korean Journal of Radiology
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• 제22권8호
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• pp.1279-1288
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• 2021

Objective: To assess the diagnostic performance of the Liver Imaging Reporting and Data System (LI-RADS) version 2018 treatment response algorithm (TRA) for the evaluation of hepatocellular carcinoma (HCC) treated with transarterial radioembolization. Materials and Methods: This retrospective study included patients who underwent transarterial radioembolization for HCC followed by hepatic surgery between January 2011 and December 2019. The resected lesions were determined to have either complete (100%) or incomplete (< 100%) necrosis based on histopathology. Three radiologists independently reviewed the CT or MR images of pre- and post-treatment lesions and assigned categories based on the LI-RADS version 2018 and the TRA, respectively. Diagnostic performances of LI-RADS treatment response (LR-TR) viable and nonviable categories were assessed for each reader, using histopathology from hepatic surgeries as a reference standard. Inter-reader agreements were evaluated using Fleiss κ. Results: A total of 27 patients (mean age ± standard deviation, 55.9 ± 9.1 years; 24 male) with 34 lesions (15 with complete necrosis and 19 with incomplete necrosis on histopathology) were included. To predict complete necrosis, the LR-TR nonviable category had a sensitivity of 73.3-80.0% and a specificity of 78.9-89.5%. For predicting incomplete necrosis, the LR-TR viable category had a sensitivity of 73.7-79.0% and a specificity of 93.3-100%. Five (14.7%) of 34 treated lesions were categorized as LR-TR equivocal by consensus, with two of the five lesions demonstrating incomplete necrosis. Interreader agreement for the LR-TR category was 0.81 (95% confidence interval: 0.66-0.96). Conclusion: The LI-RADS version 2018 TRA can be used to predict the histopathologic viability of HCCs treated with transarterial radioembolization.