• Title/Summary/Keyword: Bias detection

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Diagnostic Performance for Detection of Hezicobacter Pyzori Infection in Gastric Biopsy Specimens with No Gold Test: Non-linear Regression Approach (위 조직 생검 시료의 Helicobacter pylori 균 검출에 사용되는 진단검사의 특성을 추정하기 위한 비선형 모형의 응용)

  • Pak, Son-Il;Kim, Doo
    • Journal of Veterinary Clinics
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    • v.20 no.1
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    • pp.7-11
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    • 2003
  • The selection of a test as a reference with no perfect sensitivity and specificity may lead to bias, yielding distortion of the diagnostic performance. This means it is inappropriate to use imperfect diagnostic tests as a reference method to identify infected patients in clinical environments. In this study, diagnostic performance of rapid urease test, polymerase chain reaction (PCR), and histology of gastric biopsy specimens for diagnosing Helicobacter pylori infection separately and in combination was estimated by using non-linear regression. Based on this approach, the sensitivity, specificity and likelihood ration positive and negative values for each test were as follows: urease test 99.9%, 99.9%, 99.9%, 99.6%, respectively; PCR 88.6%, 99.9%, 99.9%, 70.5%, respectively; histology 78.3%, 97%, 78.3%, 97%, respectively. Predictive values for positive and negative changes with varying Combination of three diagnostic tests employed in the study gives no substantial benefit for practitioners to screen infected patients, and urease test or PCR represents an appropriate single test in clinical environments.

Impact of Outliers on the Statistical Measures of the Environmental Monitoring Data in Busan Coastal Sea (이상자료가 연안 환경자료의 통계 척도에 미치는 영향)

  • Cho, Hong-Yeon;Lee, Ki-Seop;Ahn, Soon-Mo
    • Ocean and Polar Research
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    • v.38 no.2
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    • pp.149-159
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    • 2016
  • The statistical measures of the coastal environmental data are used in a variety of statistical inferences, hypothesis tests, and data-driven modeling. If the measures are biased, then the statistical estimations and models may also be biased and this potential for bias is great when data contain some outliers defined as extraordinary large or small data values. This study aims to suggest more robust statistical measures as alternatives to more commonly used measures and to assess the performance these robust measures through a quantitative evaluation of more typical measures, such as in terms of locations, spreads, and shapes, with regard to environmental monitoring data in the Busan coastal sea. The detection of outliers within the data was carried out on the basis of Rosner's test. About 5-10% of the nutrient data were found to contain outliers based on Rosner's test. After removal (zero-weighting) of the outliers in the data sets, the relative change ratios of the mean and standard deviation between before and after outlier-removal conditions revealed the figures 13 and 33%, respectively. The variation magnitudes of skewness and kurtosis are 1.36 and 8.11 in a decreasing trend, respectively. On the other hand, the change ratios for more robust measures regarding the mean and standard deviation are 3.7-10.5%, and the variation magnitudes of robust skewness and kurtosis are about only 2-4% of the magnitude of the non-robust measures. The robust measures can be regarded as outlier-resistant statistical measures based on the relatively small changes in the scenarios before and after outlier removal conditions.

The first UV fundamental plane and evidence of star formation in early-type galaxies

  • Jeong, Hyun-Jin;Yi, Suk-Young;Bureau, Martin;Davies, Roger L.
    • Bulletin of the Korean Space Science Society
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    • 2009.10a
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    • pp.36.2-36.2
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    • 2009
  • We present GALEX (Galaxy Evolution Explorer) far (FUV) and near (NUV) ultraviolet imaging of 34 nearby early-type galaxies from the SAURON representative sample of 48 E/S0 galaxies, all of which have ground-based optical imaging from the MDM Observatory. The surface brightness profiles of nine galaxies (~26 per cent) show regions with blue UV-optical colours suggesting recent star formation. Five of these (~15 per cent) show blue integrated UV-optical colours that set them aside in the NUV integrated colour-magnitude relation. These are objects with either exceptionally intense and localised NUV fluxes or blue UV-optical colours throughout. They also have other properties confirming they have had recent star formation, in particular Hbeta absorption higher than expected for a quiescent population and a higher CO detection rate. This suggests that residual star formation is more common in early-type galaxies than we are used to believe. NUV-blue galaxies are generally drawn from the lower stellar velocity dispersion (sigma_e <200 km/s) and thus lower dynamical mass part of the sample. We have also constructed the first UV Fundamental Planes and show that NUV blue galaxies bias the slopes and increase the scatters. If they are eliminated the fits get closer to expectations from the virial theorem. Although our analysis is based on a limited sample, it seems that a dominant fraction of the tilt and scatter of the UV Fundamental Planes is due to the presence of young stars in preferentially low-mass early-type galaxies.

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Wireless Communication at 310 GHz using GaAs High-Electron-Mobility Transistors for Detection

  • Blin, Stephane;Tohme, Lucie;Coquillat, Dominique;Horiguchi, Shogo;Minamikata, Yusuke;Hisatake, Shintaro;Nouvel, Philippe;Cohen, Thomas;Penarier, Annick;Cano, Fabrice;Varani, Luca;Knap, Wojciech;Nagatsuma, Tadao
    • Journal of Communications and Networks
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    • v.15 no.6
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    • pp.559-568
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    • 2013
  • We report on the first error-free terahertz (THz) wireless communication at 0.310 THz for data rates up to 8.2 Gbps using a 18-GHz-bandwidth GaAs/AlGaAs field-effect transistor as a detector. This result demonstrates that low-cost commercially-available plasma-wave transistors whose cut-off frequency is far below THz frequencies can be employed in THz communication. Wireless communication over 50 cm is presented at 1.4 Gbps using a uni-travelling-carrier photodiode as a source. Transistor integration is detailed, as it is essential to avoid any deleterious signals that would prevent successful communication. We observed an improvement of the bit error rate with increasing input THz power, followed by a degradation at high input power. Such a degradation appears at lower powers if the photodiode bias is smaller. Higher-data-rate communication is demonstrated using a frequency-multiplied source thanks to higher output power. Bit-error-rate measurements at data rates up to 10 Gbps are performed for different input THz powers. As expected, bit error rates degrade as data rate increases. However, degraded communication is observed at some specific data rates. This effect is probably due to deleterious cavity effects and/or impedance mismatches. Using such a system, realtime uncompressed high-definition video signal is successfully and robustly transmitted.

A Study on the Characteristics Analysis and Design of High Sensitivity Silicon Photodiode for Laser Detector (레이저 검출용 고감도 실리콘 포토다이오드 제조 및 특성 분석에 관한 연구)

  • Lee, Jun-Myung;Kang, Eun-Young;Park, Keon-Jun;Kim, Yong-Kab
    • The Journal of the Korea institute of electronic communication sciences
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    • v.9 no.5
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    • pp.555-560
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    • 2014
  • In order to improve spectrum sensitivity of photodiode for detection of the laser wavelength at 850 nm ~ 1000 nm of near-infrared band, this study has produced silicon-based photodiode whose area is $5000{\mu}m{\times}2000{\mu}m$, and the thickness is $280{\mu}m$. It was packed by the TO-5 type. The electrical properties of the dark currents have valued of approximately 0.1 nA for 5 V reverse bias, while the capacitance showed 32.5 pF at frequency range of 1 kHz and about 32.4 pF at the range of 200 kHz for 0 V. In addition, the rising time of output signal was as fast response as 20.92 ns for 10V. For the optical properties, the best spectrum sensitivity was 0.57 A/W for 890 nm, while it was relatively excellent value of 0.37 A/W for 1,000 nm. Over all, there were good spectrum sensitivity for this diode over the range of 870 ~ 920 nm.

비정질 실리콘을 이용한 방사선 계측시 Photoconductive Gain의 특성

  • Lee, Hyeong-Gu;Sin, Gyeong-Seop
    • Journal of Biomedical Engineering Research
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    • v.18 no.3
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    • pp.307-313
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    • 1997
  • he photoconductive gain mechanism in amorphus silicon devices was investigated in connection with applications to radiation detection. Various device types such as p-i-n, n-i-n and i-i-p-i-n structures were fabricated and tested. Photoconductive gain was measured in two time scales : one for short pulses of visible light(<$1{\mu}sec$) which simulate the transit of energetic charged particles or ${\gamma}$-rays, and the other for rather long pulses of light(1msec) which simulate x-ray exposure in medical imaging, We used two definitions of phtoconductive gain : current gain and charge gain which is an integration of the current gain. We obtained typical charge gains of 3~9 for short pulses and a few hundreds for long pulses at a dark current density level of 10mA/$cm^2$. Various gain results are discussed in terms of the device structure, applied bias and dark current density.

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Near-real time Kp forecasting methods based on neural network and support vector machine

  • Ji, Eun-Young;Moon, Yong-Jae;Park, Jongyeob;Lee, Dong-Hun
    • The Bulletin of The Korean Astronomical Society
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    • v.37 no.2
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    • pp.123.1-123.1
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    • 2012
  • We have compared near-real time Kp forecast models based on neural network (NN) and support vector machine (SVM) algorithms. We consider four models as follows: (1) a NN model using ACE solar wind data; (2) a SVM model using ACE solar wind data; (3) a NN model using ACE solar wind data and preliminary kp values from US ground-based magnetometers; (4) a SVM model using the same input data as model 3. For the comparison of these models, we estimate correlation coefficients and RMS errors between the observed Kp and the predicted Kp. As a result, we found that the model 3 is better than the other models. The values of correlation coefficients and RMS error of the model 3 are 0.93 and 0.48, respectively. For the forecast evaluation of models for geomagnetic storms ($Kp{\geq}6$), we present contingency tables and estimate statistical parameters such as probability of detection yes (PODy), false alarm ratio (FAR), bias, and critical success index (CSI). From a comparison of these statistical parameters, we found that the SVM models (model 2 and model 4) are better than the NN models (model 1 and model 3). The values of PODy and CSI of the model 4 are the highest among these models (PODy: 0.57 and CSI: 0.48). From these results, we suggest that the NN models are better than the SVM models for predicting Kp and the SVM models are better than the NN models for forecasting geomagnetic storms.

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Detection of deoxynivalenol using a MOSFET-based biosensor (MOSFET형 바이오 센서를 이용한 디옥시 니발레놀의 검출)

  • Lim, Byoung-Hyun;Kwon, In-Su;Lee, Hee-Ho;Choi, Young-Sam;Shin, Jang-Kyoo;Choi, Sung-Wook;Chun, Hyang-Sook
    • Journal of Sensor Science and Technology
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    • v.19 no.4
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    • pp.306-312
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    • 2010
  • We have detected deoxynivalenol(DON) using a metal-oxide-semiconductor field-effect-transistor(MOSFET)-based biosensor. The MOSFET-based biosensor is fabricated by a standard complementary metal-oxide-semiconductor(CMOS) process, and the biosensor's electrical characteristics were investigated. The output of the sensor was stabilized by employing a reference electrode that applies a fixed bias to the gate. Au which has a chemical affinity for thiol was used as the gate metal to immobilize a self-assembled monolayer(SAM) made of 16-mercaptohexadecanoic acid(MHDA). The SAM was used to immobilize anti-deoxynivalenol antibody. The carboxyl group of the SAM was bound to the anti- deoxynivalenol antibody. Anti-deoxynivalenol antibody and deoxynivalenol were bound by an antigen-antibody reaction. In this study, it is confirmed that the MOSFET-based biosensor can detect deoxynivalenol at concentrations as low as 0.1 ${\mu}g$/ml. The measurements were performed in phosphate buffered saline(PBS; pH 7.4) solution. To verify the interaction among the SAM, antibody, and antigen, surface plasmon resonance(SPR) measurements were performed.

유도 결합 플라즈마를 이용한 스퍼터-승화 증착 시스템의 공정 분석

  • Yu, Yeong-Gun;Choe, Ji-Seong;Ju, Jeong-Hun
    • Proceedings of the Korean Vacuum Society Conference
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    • 2013.08a
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    • pp.186-186
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    • 2013
  • 종래의 흑연 위주 연료전지 분리판 개발되어 최근 고분자 전해질 막 연료전지가 높은 전력, 낮은 배기 가스 배출, 낮은 작동 온도로 자동차 산업에서 상당한 주목을 받고 있다. 요구사항은 높은 전기 전도도, 높은 내식성, 낮은 가스 투과성, 낮은 무게, 쉬운 가공, 낮은 제조비용이다. Thin film Cr 장비로 저항가열 furnace, sputter 등이 사용된다. 연료전지 분리판의 고전도도, 내부식성 보호막의 고속 증착을 위한 새로운 증착원으로 스퍼터 - 승화형 소스의 가능성을 유도 결합 플라즈마에 금속 봉을 직류 바이어스 함으로써 시도하였다. 유도 결합 플라즈마를 이용하여 승화증착 시스템을 사용하여 OES (SQ-2000)와 QMS (CPM-300)를 사용하여 $N_2$ flow에 따른 유도 결합 플라즈마를 이용한 스퍼터-승화증착 시스템을 사용 하여도 균일한 공정을 하는 것을 확인 하였다. 5 mTorr의 Ar 유도 결합 플라즈마를 2.4 MHz, 500 W로 유지하면서 직류 바이어스 전력을 30 W (900 V, 0.02 A) 인가하고, $N_2$의 유량을 0.5, 1.0, 1.5 SCCM로 변화를 주어 특성을 분석하였다. MID (Multiple Ion Detection) mode에서 유도결합 플라즈마를 이용한 스퍼터-승화 증착 장비를 사용하여 CrN thin flim 성장시켰고, deposition rate은 44.8 nm/min으로 얻을 수 있었다. 또한 $N_2$의 유량이 증가할 수록 bias voltage가 증가하는 것을 확인 할 수 있었다. OES time acquisition을 이용한 공정 분석에서는 $N_2$ 유량을 off 하였을 때 Ar, Cr의 중성 intensity peak이 상승하였고, 시간 경과에 따라 sublimation에 의한 영향이 없는 것을 확인 할 수가 있었다. XRD data에서는 질소 유량이 증가함에 따라 $Cr_2N$이 감소하고, CrN이 증가하는 것을 확인할 수가 있었다. 결정배향성과 Morphology는 다결정 재료의 경도에 영향을 주는 인자이다. CrN 결정 구조의 경우는 (200)면이 경도가 제일 높은데 (200)면에서 성장한 것을 확인 할 수 있었다. 잔류가스 분석 결과로는 일정한 Ar의 유량을 흘렸을 때 $N_2$의 변화량이 비례적인 경향이 보이는 것을 확인 할수 있었다. 또한 $N_2$가 흐르면서도 유도 결합 플라즈마를 이용한 스퍼터-승화 증착 시스템을 사용하면 일정한 공정을 하는 것을 확인 할 수 있었다. 질소의 분압이 유량에 따라서 $3.0{\times}10^{-10}$ Torr에서 $1.65{\times}10^{-9} $Torr까지 일정한 비율로 증가한다. 즉, 이 시스템으로 양산장비 설계를 하여도 가능 하다는 것을 말해준다.

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Papillary Thyroid Carcinoma in Renal Allograft Recipients (신장이식후 발생한 유두상 갑상선암)

  • Lee, Jan-Dee;Hong, Hyeop;Jeong, Jong-Ju;Nam, Kee-Hyun;Chung, Woong-Youn;Soh, Euy-Young;Park, Cheong-Soo
    • Korean Journal of Head & Neck Oncology
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    • v.24 no.1
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    • pp.64-68
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    • 2008
  • Purpose:The chronic use of immunosuppressive therapy in transplant recipients can increase the long-term risk of carcinoma. The aim of this study was to determine the incidence, biological behaviors, and treatment outcomes in PTC(papillary thyroid carcinoma) in renal allograft recipients. Material and Methods:The present study examined the incidence and biological behavior of PTCs in RA recipients. A total of 1,739 RA patients treated between January 1986 and December 1999 were followed-up for a median 137(84-238) months. During the follow-up period, 129(7.4%) recipients were identified as having posttransplant malignancies. Of those, 12(0.7%) had PTCs, and these comprised six male and six female patients with a median age of 41(23-57) years. Results:Nine cases(incidentalomas) were diagnosed based on ultrasonography(US) screening. Eight of those nine were TNM stage I, and two of the three clinical carcinomas were TNM stage IVa. During a median follow-up of 94(18-159) months, two(16.7%) PTC patients developed loco-regional recurrence, but no patients showed distant metastasis. Posttransplant PTC showed no gender bias, and was often associated with aggressive lymphatic metastasis. However, most incidentalomas showed a favorable treatment outcome. Conclusion:In conclusion, routine surveillance of the thyroid gland using US screening is recommended to ensure early detection, treatment and favorable prognosis in RA patients with PTC.