• Title/Summary/Keyword: SC-2

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Comparison of Survival Prediction of Rats with Hemorrhagic Shocks Using Artificial Neural Network and Support Vector Machine (출혈성 쇼크를 일으킨 흰쥐에서 인공신경망과 지원벡터기계를 이용한 생존율 비교)

  • Jang, Kyung-Hwan;Yoo, Tae-Keun;Nam, Ki-Chang;Choi, Jae-Rim;Kwon, Min-Kyung;Kim, Deok-Won
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.48 no.2
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    • pp.47-55
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    • 2011
  • Hemorrhagic shock is a cause of one third of death resulting from injury in the world. Early diagnosis of hemorrhagic shock makes it possible for physician to treat successfully. The objective of this paper was to select an optimal classifier model using physiological signals from rats measured during hemorrhagic experiment. This data set was used to train and predict survival rate using artificial neural network (ANN) and support vector machine (SVM). To avoid over-fitting, we chose the best classifier according to performance measured by a 10-fold cross validation method. As a result, we selected ANN having three hidden nodes with one hidden layer and SVM with Gaussian kernel function as trained prediction model, and the ANN showed 88.9 % of sensitivity, 96.7 % of specificity, 92.0 % of accuracy and the SVM provided 97.8 % of sensitivity, 95.0 % of specificity, 96.7 % of accuracy. Therefore, SVM was better than ANN for survival prediction.

Evaluation Method of Portable Handheld U-healthcare Medical Devices (휴대형 유헬스케어 의료기기 평가방법)

  • Nam, Myung-Hyun;Kim, Soo-Chan;Kim, Jang-Su;Lee, Kap-No;Kim, San;Cha, Ji-Hun;Hur, Chan-Hoi;Park, Ki-Jung
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.49 no.2
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    • pp.55-62
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    • 2012
  • Convergence of information technology (IT) and medical devices enables people to measure health-related information ubiquitously, such as measuring blood glucose at home and checking cardiac signals during exercise and it allows us to access to medical care anywhere and anytime. Nowadays, the market for U-healthcare medical devices is growing rapidly, but guidelines for the evaluation of safety and effectiveness of such devices remain to be formulated. We performed a study on the development of safety and performance evaluation method for portable, hand-held, U-healthcare medical devices. We reviewed current guidelines and standards for home-health devices from the Korea Food and Drug Administration (KFDA) and related international committees such as the ISO/IEEE and CE. We summarized the test methods and items for the evaluation of safety and performance related to U-healthcare medical devices from the above guidelines and standards. We defined requirements for a U-healthcare medical device to demonstrate good performance. In conclusion, we propose an evaluation method for U-healthcare medical devices, which will help improve the safety and reliability of these devices.

Implementation of the BLDC Motor Drive System using PFC converter and DTC (PFC 컨버터와 DTC를 이용한 BLDC 모터의 구동 시스템 구현)

  • Yang, Oh
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.44 no.5
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    • pp.62-70
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    • 2007
  • In this paper, the boost Power Factor Correction(PFC) technique for Direct Torque Control(DTC) of brushless DC motor drive in the constant torque region is implemented on a TMS320F2812DSP. Unlike conventional six-step PWM current control, by properly selecting the inverter voltage space vectors of the two-phase conduction mode from a simple look-up table at a predefined sampling time, the desired quasi-square wave current is obtained, therefore a much faster torque response is achieved compared to conventional current control. Furthermore, to eliminate the low-frequency torque oscillations caused by the non-ideal trapezoidal shape of the actual back-EMF waveform of the BLDC motor, a pre-stored back-EMF versus position look-up table is designed. The duty cycle of the boost converter is determined by a control algorithm based on the input voltage, output voltage which is the dc-link of the BLDC motor drive, and inductor current using average current control method with input voltage feed-forward compensation during each sampling period of the drive system. With the emergence of high-speed digital signal processors(DSPs), both PFC and simple DTC algorithms can be executed during a single sampling period of the BLDC motor drive. In the proposed method, since no PWM algorithm is required for DTC or BLDC motor drive, only one PWM output for the boost converter with 80 kHz switching frequency is used in a TMS320F2812 DSP. The validity and effectiveness of the proposed DTC of BLDC motor drive scheme with PFC are verified through the experimental results. The test results verify that the proposed PFC for DTC of BLDC motor drive improves power factor considerably from 0.77 to as close as 0.9997 with and without load conditions.

Restriction endonuclease analysis of mitochondrial DNA of Acanthamoebn sp. YM-4 (Korean isolate) (Acanrhamoeba sp. YM-4의 미토콘드리아 DNA의 RFLP분석)

  • Sin, Ho-Jun;Im, Gyeong-Il;Jeon, Gwang-U
    • Parasites, Hosts and Diseases
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    • v.35 no.2
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    • pp.119-126
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    • 1997
  • Acanthnmoebn sp. YM-4 is simitar to A. culbertsoni based upon morphological characteristics of trophozoites and cysts. However, based on other characteristics, pathogenicity to mice, in uitro cytotoxicity and isoenzyme patterns, Acanthomoebo sp. YM- 4 was quite different from A. culbertsoni. Restriction fragment length polymorphism (RFLP) analysis of mtDNA is useful in the classification of members belonging to the genus Acanthcmoebn. Therefore, in this study, RFLP analysis of Acnnthcmoeba mtDNAs was accomplished using five restriction enzymes: Hnelll, Hinull, Clcl, Pudl and ScE. Each restriction enzyme produced approximately 3-15 fragments (range: from 0:6 kip to 34.4 kbp) . The mtDNA genome size, calculated by the summation of restriction fragments, averaged 46.4 kbp in Acnnthamoeba sp. YM-4,48.3 kbp in A. culbertsoni and 48.8 kbp in A. polyphaic, respectively. Digested mtDNA fragments of Accnthcmoeba sp. YM-4 contained nine and seven same size fragments, respectively, from a total of 67 and 69 fragments observed in A. culbertsoni and A. polyphcgn. An estimate of the genetic divergence was 10.1% between Acanthamoebc sp. YM-4 and A. culbertsoni, and 9.9% between Acanthamoebn sp. YM-4 and A. polyphcga.

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Low Power Digital Servo Architecture for Optical Disc (광디스크 디지털 서보의 저전력 구현 아키텍쳐)

  • Huh, Jun-Ho;Kim, Soo-Won
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.38 no.2
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    • pp.31-37
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    • 2001
  • Digital servo implementation in optical servo chip has been spotlighted since it is easy to integrate with other blocks and it has less sensitive characteristics change in terms of temperature variation and better flexibility to the system variation like pick-up. Therefore, Optical disc players adopted digital servo are increasing in market. However, one drawback of digital signal processor embedded digital servo is power consumption that is one of the most important factors of portable optical disc player system. For that reason, this paper introduces new architecture to reduce power consumption of digital servo by means of reducing DSP load but increasing minimum hardware size. The main idea of reducing power consumption of digital servo greatly is utilizing CDP characteristics as most operations are done and used up most operating steps of DSP at the initial time, but most power consumption is occurred in play mode. Therefore, if operating steps for digital filtering in play mode could be reduced greatly, power consumption of overall system can be reduced greatly. This paper shows an example that low power digital servo architecture whose current is reduced almost 83%, compare to that of digital servo which is not applied by the low power architecture introduced in this paper.

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Development of A-ABR System Using a Microprocessor (마이크로프로세서를 이용한 자동청력검사 시스템 개발)

  • Noh, Hyung-Wook;Lee, Tak-Hyung;Kim, Nam-Hyun;Kim, Soo-Chan;Cha, Eun-Jong;Kim, Deok-Won
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.46 no.2
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    • pp.15-21
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    • 2009
  • Hearing loss is one of the most common birth defects among infants. Most of hearing-impaired children are not diagnosed until 1 to 3 years of age - which is too late for the critical period (6 month) for normal speech and language development. If a hearing impairment is identified and treated in its early stage, child's speech and language skills could be comparable to his or her normal-hearing peers. For these reasons, hearing screening at birth and throughout childhood is extremely important. ABR (Auditory brain-stem response) is nowadays one of the most reliable diagnostic tools in the early detection of hearing impairment. In this study, we have developed the system that automatically detects if there is hearing impairment or not for infants or children. For future studies, it will be developed as a portable system to be able to take a measurement not only in sound proof room but also in nursery for neonates.

Optimal condition for mycelial growth of Sparassis crispa (꽃송이버섯(Sparassis crispa)의 균사생장 최적화)

  • Seo, Sang-Young;Yoo, Young-Jin;Jung, Gi-Tai;Ryu, Jeong;Ko, Bok-Rai;Choi, Joung-Sik;Kim, Myung-Kon
    • Journal of Mushroom
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    • v.3 no.2
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    • pp.45-51
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    • 2005
  • This study was carried out to obtain the basic data on artificial culture of Sparassis crispa. The mycelial growth and density were good in the PBA, PDA and PDM media, and especially prominent in the PBA medium. The optimum condition for the mycelial growth was $25^{\circ}C$ and pH 5.0, respectively. The carbon sources such as glucose, fructose, mannose, xylose(monosaccharide) and maltose(disaccharide) were favorable to mycelial growth of S crispa. The optimal concentration of glucose is 1.0~1.5%. As nitrogen sources, threonine, peptone, glycine, glutamine and valine appeared to be favorable to the mycelial growth and density. The optimal concentration of peptone is 0.3%.

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Antioxidant activity of wood vinegar by bioconversion (생물전환에 의한 발효 목초액의 항산화 활성)

  • Cho, Young-Ho;Cho, Jae-Soo;Lee, Gye-Won
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.10
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    • pp.4434-4442
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    • 2011
  • Reactive oxygen species (ROS) are reactive and potentially harmful to cells, causing oxidation of lipids, proteins, and DNA. In humans, the deleterious effects of ROS have been linked with aging, carcinogenesis, and atherosclerosis. In order to investigate an antioxidant activity of wood vinegar by bioconversion, we preferentially analyzed the total acidity, acetic acid, pH, and contents of total polyphenols and flavonoids, respectively. Also, we evaluated the scavenging abilities on 1,1-diphenyl-2-picrylhydrazyl (DPPH) radicals, superoxide anion radicals, hydrogen peroxide radicals, and nitric oxide radicals. The total acidity and amount of acetic acid of wood vinegar after bioconversion were lower than those of wood vinegar before bioconversion, but the pH was higher than that of wood vinegar before bioconversion. The contents of total polyphenols and flavonoids of wood vinegar after bioconversion were 11.17 mg/$m{\ell}$ and 0.42 mg/$m{\ell}$, respectively. The $SC_{50}$ values were in order of superoxide anion radical scavenging activity < DPPH radical scavenging activity < hydrogen peroxide radical scavenging activity < nitric oxide radical scavenging activity. Therefore, these results suggest that wood vinegar by bioconversion can be useful as primary antioxidants for medicines and cosmetics.

Determination of the Origin in both Dissolved Inorganic Nitrogen and Phytoplankton at the Lake Paldang using Stable Isotope Ratios (δ13C, δ15N, δ15N-NO3 and δ15N-NH4) (질산염 및 식물플랑크톤의 안정동위원소비를 이용한 팔당호 수계내의 질소원 기원 연구)

  • Kim, Min-Seob;Lee, Eun-Jeong;Yoon, Suk-Hee;Lim, Bo-La;Park, Jaeseon;Park, Hyunwoo;Chung, Hyen-Mi;Choi, Jong-Woo
    • Korean Journal of Ecology and Environment
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    • v.50 no.4
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    • pp.452-458
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    • 2017
  • The nitrogen isotope value in both ammonium and nitrate ion were determined at 9 stations during both June and August 2016, in order to understand the origin of DIN at the Han river. ${\delta}^{15}N-NO_3$ and ${\delta}^{15}N-NH_4$ values in 8 stations (CP, SB, MHC, P4, SJ, SBC, P2, SC) were no significant variation. However ${\delta}^{15}N-NO_3$ and ${\delta}^{15}N-NH_4$ values in KK (Kyeongan stream) showed significant different in comparison with 8 stations, with an apparent increase of nitrogen isotope values. These results indicate that antropogenic nitrogen source influence on KK station. Also the ${\delta}^{13}C$ and ${\delta}^{15}N$ isotope ratio of phytoplankton (Diatom and Cyanobacteria) in KK (Kyeongan stream) showed heavier values, compared to other study stations. These results indicate that nitrogen isotope value in phytoplankton effects by different nitrogen source in study sites. These results suggest that the analysis of stable isotope ratios is a simple but useful tool for the identification of dissolved inorganic nitrogen origin in aquatic environments.

국가 간 감성이미지의 비교 연구 - 색체이미지 척도를 이용한 제품 이미지의 평가 -

  • 신수길;한광희;황상민
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 1997.11a
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    • pp.22-27
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    • 1997
  • 특정 제품이 가진 "감성 이미지"란 그 제품의기능과 함께 제품의 감각적 요소 그리고 사용자가 제품에 대해 가진 개념적인 사고 과정의 산물이다. 감성이미지의 국제 비교 연구는 사용자가 특정 제품에 대해 가지고 있는 이미지를 국가나 문화의 맥락 속에서 상호 비교 평가하여, 각 국가나 사회집단을 특팅지울 수 있는 문화적 감성 요소를 추출하고자 하는 것이다. 즉, 각 국가의 생활문화 속에서 사용자들이 제품에 대해 가지는 감성이미지를 계량적으로 규명하고 비교 평가하며, 이 정보를 기초로 각국의 문화와 정서에 적합한 제품 디자인의 모형을 제시하는데 본 연구의 목적이 있다. 구체적인 연구방법은 우선, 자동차 제품을 중심으로 '제품 이미지'를 나타내는 '언어 이미지'스케일을 각 문화 집단 별로 구성한다. 이 제품 이미지에 대비하여, 감성적 요소로 선정된 표준 색채 스케일을 중심으로 나타난 집단의 '이미지'를 상호 비교 평가한다. 이 경우, 각 국가별 집단에서 특징적으로 나타나는 제품의 주요 특성이 감성 이미지로 표현되는 색채 이미지에 어떻게 반영되는가를 상호 비교한다. 이 연구에서는 특정 지역의 사람들이 제품에 적용하는 감성이미지는 색채나 기타 감성 요소에 대한 선호의 문제가 아니라 그 집단의 사람들이 그 제품을 통해 표현하고자 하는 사회적 표상의 반영이라는 것을 보여준다. 따라서, 제품의 이미지가 각 국가별로 공유되는 감성 이미지로 변환되기 위해서는 동일한 의미나 상징성을 지닌 감성 요소를 활용하여 그 제품의 이미지를 포장할 수 있는 방법을 적용하는것이다. 본 연구에서는 각 문화 집단들이 특정 제품에 대해 가지고 있는 사회적 표상(social representation) 체계를 색채스케일에서 나타난 감성 이미지를 통해 구체화하는 것이다.로서는 방전효율의 저하가 없는 양호한 성능을 보였으며, SC의 시범 작동시험을 실차(소나타 1800cc)에 장착하여 수행한 결과 20회 이상의 연속시동에서도 아무런 문제점 없이 잘 동작하였다.되는 데이타를 입력한후 마우스로 원하는 작업의 메뉴를 선택하면 된다. 방법을 타액과 혈청내 testosterone 농도 측정에 응용하여 RIA의 결과와 비교하여 본 바 상관관계가 타액에서 r=0.969, 혈청에서 r=0.990으로 두 결과가 잘 일치하였다. 본 실험에서 측정된 한국인 여성의 타액내 testosterone농도는 107.7$\pm$12.0 pmol/l이었고, 남성의 타액내 농도는 274.2$\pm$22.1 pmol/l이었다. 이상의 결과로 보아 본 연구에서 정립된 EIA 방법은 RIA를 대신하여 소규모의 실험실에서도 활용할 수 있을 것으로 사려된다.또한 상실기 이후 배아에서 합성되며, 발생시기에 따라 그 영향이 다르고 팽창과 부화에 관여하는 것으로 사료된다. 더욱이, 조선의 ${\ulcorner}$구성교육${\lrcorner}$이 조선총독부의 관리하에서 실행되었다는 것을, 당시의 사범학교를 중심으로 한 교육조직을 기술한 문헌에 의해 규명시켰다.nd of letter design which represents -natural objects and was popular at the time of Yukjo Dynasty, and there are some documents of that period left both in Japan and Korea. "Hyojedo" in Korea is supposed to have been influenced by the le

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