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The Study of Driving Fatigue using HRV Analysis (HRV 분석을 이용한 운전피로도에 관한 연구)

  • 성홍모;차동익;김선웅;박세진;김철중;윤영로
    • Journal of Biomedical Engineering Research
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    • v.24 no.1
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    • pp.1-8
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    • 2003
  • The job of long distance driving is likely to be fatiguing and requires long period alertness and attention, which make considerable demands of the driver. Driving fatigue contributes to driver related with accidents and fatalities. In this study, we investigated the relationship between the number of hours of driving and driving fatigue using heart rate variability(HRV) signal. With a more traditional measure of overall variability (standard deviation, mean, spectral values of heart rate). Nonlinear characteristics of HRV signal were analyzed using Approximate Entropy (ApEn) and Poincare plot. Five subjects drive the four passenger vehicle twice. All experiment number was 40. The test route was about 300Km continuous long highway circuit and driving time was about 3 hours. During the driving, measures of electrocardiogram(ECG) were performed at intervals of 30min. HRV signal, derived from the ECG, was analyzed using time, frequency domain parameters and nonlinear characteristic. The significance of differences on the response to driving fatigue was determined by Student's t-test. Differences were considered significant when a p value < 0.05 was observed. In the results, mean heart rate(HRmean) decreased consistently with driving time, standard deviation of RR intervals(SDRR), standard deviation of the successive difference of the RR intervals(SDSD) increased until 90min. Hereafter, they were almost unchanging until the end of the test. Normalized low frequency component $(LF_{norm})$, ratio of low to high frequency component (LF/HF) increased. We used the Approximate Entropy(ApEn), Poincare plot method to describe the nonlinear characteristics of HRV signal. Nonlinear characteristics of HRV signals decreased with driving time. Statistical significant is appeared after 60 min in all parameters.

Stability of the prosthetic screws of three types of craniofacial prostheses retention systems

  • Lanata-Flores, Antonio Gabriel;Sigua-Rodriguez, Eder Alberto;Goulart, Douglas Rangel;Bomfim-Azevedo, Veber Luiz;Olate, Sergio;de Albergaria-Barbosa, Jose Ricardo
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • v.42 no.6
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    • pp.352-357
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    • 2016
  • Objectives: This study aimed to evaluate the stability of prosthetic screws from three types of craniofacial prostheses retention systems (bar-clip, ball/O-ring, and magnet) when submitted to mechanical cycling. Materials and Methods: Twelve models of acrylic resin were used with implants placed 20 mm from each other and separated into three groups: (1) bar-clip (Sistema INP, São Paulo, Brazil), (2) ball/O-ring (Sistema INP), and (3) magnet (Metalmag, São Paulo, Brazil), with four samples in each group. Each sample underwent a mechanical cycling removal and insertion test (f=0.5 Hz) to determine the torque and the detorque values of the retention screws. A servo-hydraulic MTS machine (810-Flextest 40; MTS Systems, Eden Prairie, MN, USA) was used to perform the cycling with 2.5 mm and a displacement of 10 mm/s. The screws of the retention systems received an initial torque of 30 Ncm and the torque values required for loosening the screw values were obtained in three cycles (1,080, 2,160, and 3,240). The screws were retorqued to 30 Ncm before each new cycle. Results: The sample was composed of 24 screws grouped as follows: bar-clip (n=8), ball/O-ring (n=8), and magnet (n=8). There were significant differences between the groups, with greater detorque values observed in the ball/O-ring group when compared to the bar-clip and magnet groups for the first cycle. However, the detorque value was greater in the bar-clip group for the second cycle. Conclusion: The results of this study indicate that all prosthetic screws will loosen slightly after an initial tightening torque, also the bar-clip retention system demonstrated greater loosening of the screws when compared with ball/O-ring and magnet retention systems.

Performance of Radio Communication DS/CDMA System with Diversity Technique and BCH Coding under Impulsive Noise and Nakagami Fading (임펄스 잡음과 나카가미 페이딩이 존재할 때 다이버시티 기법과 오류정정 부호를 이용한 무선통신 DS/CDMA 시스템의 오율 특성)

  • 김지웅;강희조;이권현
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.10 no.4
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    • pp.539-549
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    • 1999
  • In this paper, the bit error rare (BER) performance of DS/CDMA DQPSK communication system in the presence of multi access interference, impulsive noise and Nakagami fading is investigated. The DS/CDMA DQPSK communication system adopts Maximum Ratio Combining (MRC) diversity reception and error correcting BCH code technique to enhance system performance. Using the derived error probability equation, the error rate performance of DS/CDMA DQPSK communication system has been evaluated and shown in figures to discuss as a function of impulsive index(A), Gaussian noise to impulsive noise power ratio($\Gamma$'), multi access interference(Κ), Nakagami fading parameter(m), the number of diversity branch (L), the number of error correction symbol (t), PN code sequence length(N) and $E_b/N_0$. The error performance of DS/CDMA-MDPSK signals improve by adopting MRC diversity and BCH(15,7) coding technique in the environment of impulsive noise plus Nagakami fading. From the results, we known that proposed system is affected by multi access interference, impulsive noise and Nakagami fading in radio communication system environment. Also, BER performance of DS/CDMA DQPSK communication system cam be improved increasing either the power of desired signal or the value of Gaussian noise to impulsive noise power ratio. And BCH(15,7) code technique is more effective to restrain the affection of multi access, interference, impulsive noise and Nakagami fading in DS/CDMA DQPSK communication system than MRC diversity reception technique.

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Development of a Daily Solar Major Flare Occurrence Probability Model Based on Vector Parameters from SDO/HMI

  • Lim, Daye;Moon, Yong-Jae;Park, Jongyeob;Lee, Kangjin;Lee, Jin-Yi
    • The Bulletin of The Korean Astronomical Society
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    • v.42 no.2
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    • pp.59.5-60
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    • 2017
  • We present the relationship between vector magnetic field parameters and solar major flare occurrence rate. Based on this, we are developing a forecast model of major flare (M and X-class) occurrence rate within a day using hourly vector magnetic field data of Space-weather HMI Active Region Patch (SHARP) from May 2010 to April 2017. In order to reduce the projection effect, we use SHARP data whose longitudes are within ${\pm}60$ degrees. We consider six SHARP magnetic parameters (the total unsigned current helicity, the total photospheric magnetic free energy density, the total unsigned vertical current, the absolute value of the net current helicity, the sum of the net current emanating from each polarity, and the total unsigned magnetic flux) with high F-scores as useful predictors of flaring activity from Bobra and Couvidat (2015). We have considered two cases. In case 1, we have divided the data into two sets separated in chronological order. 75% of the data before a given day are used for setting up a flare model and 25% of the data after that day are used for test. In case 2, the data are divided into two sets every year in order to reduce the solar cycle (SC) phase effect. All magnetic parameters are divided into 100 groups to estimate the corresponding flare occurrence rates. The flare identification is determined by using LMSAL flare locations, giving more numbers of flares than the NGDC flare list. Major results are as follows. First, major flare occurrence rates are well correlated with six magnetic parameters. Second, the occurrence rate ranges from 0.001 to 1 for M and X-class flares. Third, the logarithmic values of flaring rates are well approximated by two linear equations with different slopes: steeper one at lower values and lower one at higher values. Fourth, the sum of the net current emanating from each polarity gives the minimum RMS error between observed flare rates and predicted ones. Fifth, the RMS error for case 2, which is taken to reduce SC phase effect, are smaller than those for case 1.

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Effect of Dietary Antioxidant and Energy Density on Performance and Anti-oxidative Status of Transition Cows

  • Wang, Y.M.;Wang, J.H.;Wang, C.;Wang, J.K.;Chen, B.;Liu, J.X.;Cao, H.;Guo, F.C.
    • Asian-Australasian Journal of Animal Sciences
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    • v.23 no.10
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    • pp.1299-1307
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    • 2010
  • This study was conducted to evaluate the effect of dietary antioxidant and energy density on performance and antioxidative status in transition cows. Forty cows were randomly allocated to 4 dietary treatments in a $2{\times}2$ factorial design. High or low energy density diets (1.43 or 1.28 Mcal $NE_L$/kg DM, respectively) were formulated with or without antioxidant (AOX, a dry granular blend of ethoxyquin and tertiary-butylhydroquinone; 0 or 5 g/cow per d). These diets were fed to cows for 21 days pre-partum. During the post-partum period, all cows were fed the same lactation diets, and AOX treatment followed as for the pre-partum period. Feeding a high energy diet depressed the DMI, milk yield, and 4% fat-corrected milk (FCM) of cows. However, AOX inclusion in the diet improved the milk and 4% FCM yields. There was an interaction of energy density by AOX on milk protein, milk fat and total solids contents. Feeding a high energy diet pre-partum increased plasma glucose and ${\beta}$-hydroxybutyrate, whereas dietary AOX decreased plasma ${\beta}$-hydroxybutyrate value during the transition period. There were also interactions between time and treatment for plasma glutathione peroxidase activity and malondialdehyde content during the study. Cows fed high energy diets pre-partum had higher plasma glutathione peroxidase activity 3 days prior to parturition, compared with those on low energy diets. Inclusion of AOX in diets decreased plasma glutathione peroxidase activity in cows 3 and 10 days pre-partum. Addition of AOX significantly decreased malondialdehyde values at calving. Energy density induced marginal changes in fatty acid composition in the erythrocyte membrane 3 days post-partum, while AOX only significantly increased cis-9, trans-11 conjugated linoleic acid composition. The increase in fluidity of the erythrocyte membrane was only observed in the high energy treatment. It is suggested that a diet containing high energy density pre-partum may negatively affect the anti-oxidative status, DMI and subsequent performance. Addition of AOX may improve the anti-oxidative status and reduce plasma ${\beta}$-hydroxybutyrate, eventually resulting in improved lactation performance; the response to AOX addition was more pronounced on the high energy diet.

Circulating Cell-free miRNA Expression and its Association with Clinicopathologic Features in Inflammatory and Non-Inflammatory Breast Cancer

  • Hamdi, K;Blancato, J;Goerlitz, D;Islam, MD;Neili, B;Abidi, A;Gat, A;Ayed, F Ben;Chivi, S;Loffredo, CA;Jillson, I;Elgaaied, A Benammar;Marrakchi, R
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.4
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    • pp.1801-1810
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    • 2016
  • Recent discovery showing the presence of microRNAs (miRNAs) in the circulation sparked interest in their use as potential biomarkers. Our previous studies showed the diagnostic potential of miR-451 as a serological marker for inflammatory breast cancer (IBC), miR-337-5p and miR-30b for non-inflammatory breast cancer (non-IBC). The aim of this study is to investigate the prognostic values of circulating miRNAs by comparing the amounts of 12 circulating miRNAs in the serum of IBC and non-IBC from Tunisian breast cancer patients, and by determinating whether correlated pairs of miRNAs could provide useful information in the diagnosis of IBC and non-IBC patients. TaqMan qPCR was performed to detect circulating expression of miRNAs in serum of 20 IBC, 20 non-IBC and 20 healthy controls. Nonparametric rank Spearman rho correlation coefficient was used to examine the prognostic value of miRNAs and to assess the correlation profile between miRNAs expression. Further, a large number of miRNAs were highly correlated (rho>0.5) in both patients groups and controls. Also, the correlations profiles were different between IBC, non-IBC and healthy controls indicating important changes in molecular pathways in cancer cells. Our results showed that miR-335 was significantly overexpressed in premenopausal non-IBC patients; miR-24 was significantly overexpressed in non-IBC postmenopausal patients. Patients with previous parity had higher serum of miR-342-5p levels than those without. Furthermore, patients with HER2+ IBC present lower serum levels of miR-15a than patients with HER2-disease. Together, these results underline the potential of miRNAs to function as diagnostic and prognostic markers for IBC and non-IBC, with links to the menopausal state, Her2 status and parity.

An Empirical Study for the Existence of Long-term Memory Properties and Influential Factors in Financial Time Series (주식가격변화의 장기기억속성 존재 및 영향요인에 대한 실증연구)

  • Eom, Cheol-Jun;Oh, Gab-Jin;Kim, Seung-Hwan;Kim, Tae-Hyuk
    • The Korean Journal of Financial Management
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    • v.24 no.3
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    • pp.63-89
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    • 2007
  • This study aims at empirically verifying whether long memory properties exist in returns and volatility of the financial time series and then, empirically observing influential factors of long-memory properties. The presence of long memory properties in the financial time series is examined with the Hurst exponent. The Hurst exponent is measured by DFA(detrended fluctuation analysis). The empirical results are summarized as follows. First, the presence of significant long memory properties is not identified in return time series. But, in volatility time series, as the Hurst exponent has the high value on average, a strong presence of long memory properties is observed. Then, according to the results empirically confirming influential factors of long memory properties, as the Hurst exponent measured with volatility of residual returns filtered by GARCH(1, 1) model reflecting properties of volatility clustering has the level of $H{\approx}0.5$ on average, long memory properties presented in the data before filtering are no longer observed. That is, we positively find out that the observed long memory properties are considerably due to volatility clustering effect.

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The Antimicrobial and Growth Inhibitory Effects of Gelidium amansii L. Fractions on Cancer Cell Lines (우뭇가사리 분획물의 항균 및 암세포 성장억제효과)

  • Shin, Hye-Jung;Gang, Dae-Yeon;Shin, Mi-Ok;Bae, Song-Ja
    • Journal of Marine Bioscience and Biotechnology
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    • v.2 no.2
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    • pp.113-119
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    • 2007
  • In this study, we investigated antimicrobial and cytotoxicity effects of Gelidium amansii L., which using methanol, dichloromethane and ethanol were extracted and fractionated into four different types : methanol (GAMM), hexane (GAMH), butanol (GAME) and aqueous (GAMA). The antimicrobial activity was increased in proportion to its concentration by the paper disc method. Among the solvent fractions, The methanol partition layer (GAMM) showed the strongest antimicrobial activities and cytotoxic effects on all cancer cell lines. We also observed quinone reductase (QR) induced effects in all fraction layers of GA on HepG2 cells. The QR induced effects of GAMM on HepG2 cells at $40{\mu}g/mL$ concentration indicated 2.5 with a control value of 1.0.

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A Study on the Need for Wedding Etiquette Training for Premarital Education (혼인준비자들의 혼례예절교육 요구도 연구)

  • Ju, Young-Ae
    • Journal of Families and Better Life
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    • v.31 no.6
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    • pp.53-66
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    • 2013
  • The purpose of this research is to assess the need for wedding etiquette training for couples in order to provide basic educational materials for brides and grooms-to-be. This survey consisted of 43 questions. The questions pertaining to the need for wedding etiquette training were measured using the 5-point Likert scale. The survey was conducted between September 1st, 2011 and December 1st, 2011. The research subjects consisted of 230 brides and grooms-to-be. Questionnaires were analyzed by frequency analysis, F-test, t-test, and correlation analysis using SPSS/win17.0. Based on our findings, we would like to make the following proposals and conclusions. First, as the importance of a wedding education program could be ascertained, educational demands need to be gathered and applied to the operation of such programs. The education and training programs need to be activated by wedding preparation education centers or the Health and Family Support Center, on weekends or week nights 3 months prior to a couple's wedding ceremony. Second, wedding etiquette training content needs to be included in existing education programs that primarily focus on helping couples adapt to married life. Such training content should specifically include the etiquette of exchanging wedding presents, home life etiquette, etiquette for the formal meeting between the families of the bride and bridegroom, pyebaek etiquette and ham (a box of wedding gifts sent by a bridegroom to his bride before the wedding) etiquette. Third, when examining the particulars of the need for wedding etiquette training, we came to the conclusion that couples should be properly educated about the meaning and value of the wedding presents, pyebaek and ham that are required during traditional wedding ceremonies. Fourth, the need for wedding etiquette training was shown to be higher for women than for men. It was also higher for individuals in specialized fields than for ordinary company employees. Wedding etiquette training programs need to be structured with such considerations in mind. Fifth, when structuring the program for wedding etiquette training, the correlation of the needs for training should be considered. It is necessary to prepare training plans by dividing the program into the following categories: the formal meeting between the families of the bride and the bridegroom, ham and wedding presents, wedding ceremony etiquette, pyebaek, and home life etiquette training.

Comparison of the accuracy of digitally fabricated polyurethane model and conventional gypsum model

  • Kim, So-Yeun;Lee, So-Hyoun;Cho, Seong-Keun;Jeong, Chang-Mo;Jeon, Young-Chan;Yun, Mi-Jung;Huh, Jung-Bo
    • The Journal of Advanced Prosthodontics
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    • v.6 no.1
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    • pp.1-7
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    • 2014
  • PURPOSE. The accuracy of a gypsum model (GM), which was taken using a conventional silicone impression technique, was compared with that of a polyurethane model (PM), which was taken using an iTero$^{TM}$ digital impression system. MATERIALS AND METHODS. The maxillary first molar artificial tooth was selected as the reference tooth. The GMs were fabricated through a silicone impression of a reference tooth, and PMs were fabricated by a digital impression (n=9, in each group). The reference tooth and experimental models were scanned using a 3 shape convince$^{TM}$ scan system. Each GM and PM image was superimposed on the registered reference model (RM) and 2D images were obtained. The discrepancies of the points registered on the superimposed images were measured and defined as GM-RM group and PM-RM group. Statistical analysis was performed using a Student's T-test (${\alpha}=0.05$). RESULTS. A comparison of the absolute value of the discrepancy revealed a significant difference between the two groups only at the occlusal surface. The GM group showed a smaller mean discrepancy than the PM group. Significant differences in the GM-RM group and PM-RM group were observed in the margins (point a and f), mesial mid-axial wall (point b) and occlusal surfaces (point c and d). CONCLUSION. Under the conditions examined, the digitally fabricated polyurethane model showed a tendency for a reduced size in the margin than the reference tooth. The conventional gypsum model showed a smaller discrepancy on the occlusal surface than the polyurethane model.