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The Design of Feature Selection Classifier based on Physiological Signal for Emotion Detection (감성판별을 위한 생체신호기반 특징선택 분류기 설계)

  • Lee, JeeEun;Yoo, Sun K.
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.11
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    • pp.206-216
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    • 2013
  • The emotion plays a critical role in human's daily life including learning, action, decision and communication. In this paper, emotion discrimination classifier is designed to reduce system complexity through reduced selection of dominant features from biosignals. The photoplethysmography(PPG), skin temperature, skin conductance, fontal and parietal electroencephalography(EEG) signals were measured during 4 types of movie watching associated with the induction of neutral, sad, fear joy emotions. The genetic algorithm with support vector machine(SVM) based fitness function was designed to determine dominant features among 24 parameters extracted from measured biosignals. It shows maximum classification accuracy of 96.4%, which is 17% higher than that of SVM alone. The minimum error features selected are the mean and NN50 of heart rate variability from PPG signal, the mean of PPG induced pulse transit time, the mean of skin resistance, and ${\delta}$ and ${\beta}$ frequency band powers of parietal EEG. The combination of parietal EEG, PPG, and skin resistance is recommendable in high accuracy instrumentation, while the combinational use of PPG and skin conductance(79% accuracy) is affordable in simplified instrumentation.

Study on Attribute of the Time and Change of the Qi of Meridians(經氣) according to the Cycle (시간속성과 주기(週期)에 따른 경기(經氣).오유혈(五兪穴) 변화에 대한 연구)

  • Choi, Yong-Dae;Kim, Byoung-Soo;Kang, Jung-Soo
    • Journal of Haehwa Medicine
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    • v.19 no.1
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    • pp.35-48
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    • 2010
  • In Neijing("內經"), it explains heaven, earth, four seasons(天地四時) take part in human's birth, it gives influence on life support, and have organic relationship between body and movement of sun and earth(日月運行) of heaven and earth. Human body and the natural world corresponds, so the time changes in the natural world give immediate influence to human body, and correspond changes happen inside human body. This has no exception in qi of human(人氣), meridians, the viscera and organs(臟腑) and so on. In time, there are many kinds of cycles such as year, month, 10 days and a day. Yin and yang and the five elements in each cycle shows changes of prosperity and decay and transformation. In a year, there are spring, summer, late summer, fall and winter which are each included to wood, fire, earth, metal and water. Spring and summer belong to yang(陽), and fall and winter belong to yin(陰). A day can be divided into the crowing of the cook, dawn, noon, and twilight. After midnight yin falls and yang rises(陰盡陽生), and after noon yang falls and yin rises(陽盡陰生). Ups and downs of the qi and blood and human body change with time and the region of whereabout is different. In one month, when the moon is full qi of blood rises and when the moon comes down qi of blood falls. The qi of meridian(經氣) has a periodical changes with regular movement in meridian. This is a result of continuing movement of meridian and the nutrient(營) and the defense(衛) in human body, stars correspond with ups, and correspond with flow of water of meridian(經水) with downs. In a day the twelve meridians(十二經脈) in hour of yin(hours 3~5), it starts with qi and blood of lung meridian(手太陰肺經) prosperous, each qi and blood of meridian prosperous in order. In eight extra meridians(奇經八脈), Bideungpalbup(飛騰八法) per 5 days, Younggoopalbup(靈龜八法) per 60 days qi of pulse(脈氣) changes correspond. The qi and blood of five meridian points(五兪穴) is 5 days, so.

Dynamic Characterization of Passive Flow-Rate Regulator Using Pressure-Dependent Autonomous Deflection of Parallel Membrane Valves (압력에 따른 평행박막 밸브의 자율 변형을 이용한 수동형 유량 제어기의 동적특성 평가)

  • Doh, Il;Cho, Young-Ho
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.35 no.8
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    • pp.825-829
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    • 2011
  • We performed a dynamic characterization of passive flow-rate regulators, which compensate for inlet pressure variation and maintain a constant flow rate for precise liquid control in microfluidic systems. To measure the flow rate for a short time, much less than the period of the dynamic inlet pressure, we use the particle image velocimetry (PIV) method. DI water containing fluorescent beads with a $0.7-{\mu}m$ diameter was supplied to the flow-rate regulators, and two successive images of the particles were taken by a pulse laser and a fluorescent microscope to measure the flow velocity. For a dynamic inlet pressure of frequency 60 Hz, the flow velocity was constant with an average of 0.194 ${\pm}$ 0.014 m/s as the inlet pressure varied between 20 kPa to 50 kPa. The flow-rate regulators provided a constant flow rate of $5.82{\pm}0.29\;{\mu}l/s$ in the frequency range of the inlet pressure from 1 Hz to 60 Hz.

The Effect of Aroma Inhalation on the Preoperative Pain and Anxiety of the Elderly Preparing to Undergo Spine Surgery (척추 수술 전 노인환자에게 적용한 아로마 향흡입요법이 통증 및 불안에 미치는 효과)

  • Park, Sohwi;Kim, Bokyoung;Park, Kyungsook
    • Journal of Digital Convergence
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    • v.17 no.12
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    • pp.523-533
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    • 2019
  • This study's purpose is to determine the effects of aroma inhalation on preoperative pain and anxiety of the elderly preparing to undergo a spine surgery. A Quasi-experimental design, with non-equivalent control group non-synchronized design was used in this study. Blended essential oils with frankincense, marjoram and mandarin were inhaled twice in the experimental group (n=30). The control group (n=30) was treated with the standard preoperative care. Pain, state anxiety, and vital sign were measured twice (before and after). The results of this study showed that pain (t=-1.223, p=.226), systolic blood pressure (t=-0.211, p=.833), diastolic blood pressure (t=0.638, p=.526), and respiration rate (t=0.734, p=.466) were not statistically significant in the experimental and the control group. There were significant differences in state anxiety (t=-3.202, p=.002) and pulse rate (t=-0.213, p=.037) in the experimental group compared to the control group. According to the results, aroma inhalation is an effective nursing intervention for relieving anxiety in surgical patients.

Electrochemical Determination of Artemisinin in Artemisia annua L Herbal Tea Preparation and Optimization of Tea Making Approach (개똥쑥 약초차 제조에서 아르테미시닌의 전기화학적 측정과 차를 만드는 최적화로의 접근법)

  • Debnath, Chhanda;Dobernig, Andrea;Saha, Pijus;Ortner, Astrid
    • Journal of the Korean Chemical Society
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    • v.55 no.1
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    • pp.57-62
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    • 2011
  • Sometimes inhabitants in remote areas have inadequate or no access to modern medicines or medical services. They can get benefit in term of the treatment against malaria by cultivating selected breeding of A. annua and making teas or decoctions from the plant materials following the proper way of tea preparation. In order to have the maximum extraction efficiency for artemisinin, different ways of tea preparations of A. annua were investigated by applying the developed DPP method and described in this article. Tea was prepared by three different ways (cooking, without cooking with/without shaking and microwave oven) with different times. From the results, it has been found that higher concentration of artemisinin (84.7%) can be attained by following the approach for tea preparation without cooking with shaking for 15 minutes (R.S.D. 2.34%). The concentration of artemisinin decreases with cooking more than 1.5 min in microwave oven. The utmost extraction (88.9% of artemisinin) is possible to extract by shaking with boiled 5% ethanol in distilled water (R.S.D. 2.28%).

A Study of the Therapeutic Effects of Ginseng on Chi-deficiency Syndrome with Sphygmography (맥파계법을 이용한 인삼의 기부족 증상 치료효과에 관한 연구)

  • Chang Hen-Hong;Shen Yung-Yu;Chan Yat-Kwong;Wang Shu-Yu;Ma Chien-Chung
    • Proceedings of the Ginseng society Conference
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    • 1988.08a
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    • pp.70-76
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    • 1988
  • Since ancient times, records pertaining to chi-reinforecenent of ginseng have been documented in books of Chinese nedicine. We, therefore, assessed the therapeutic effects of ginseng on patients with chi-deficiency syndrome. Eigheen cases of chi-deficiency, screened at the outpatient service in the internal department of Chinse medicine at the China Medical College Hospital. were prescribed two grams of Korean red ginseng powder three times daily for a two week period. For evaluation, a questionnaire and diagnosis by sphygmography were conducted prior to and after administration of the prescription. For control purposes, fourteen volunteers fasted for more than five days (seven had access only to ginseng. and the other seven were given only mineral water) and were subsequently evaluated by the same criteria. Three results were obtained for the ginseng treated group: (1) improvements in symptoms of chi-deficiency such as fatigue and dizziness; (2) changes in pulse waves with time domains showing alternate P-waves, strengthened dicrotic waves, and some minute waves in the end-diastolic period; (3) frequency domains with enhanced amplitudes around 12Hz. These three findings, which are consistent with each other, suggest the reinforcement of the effect of ginseng on 'heart-spleen chi' in Chinese medicine.

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Measurement of Vestibular Ocular Reflex in Normal Subjects Using Galvanic Stimulator and Videooculograph (전기자극과 VOG(Videooculograph)를 이용한 정상인의 전정 안반사 측정)

  • 김수찬;정운교;남기창;이원상;김영하;김덕원
    • Journal of Biomedical Engineering Research
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    • v.22 no.6
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    • pp.487-496
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    • 2001
  • In this study, a galvanic stimulator providing bipolar mode controlled by a PIC(peripheral interface controller) was constructed to evaluate vestibular function The maximum load and maximum current intensity of the constant current source were 3$k\Omega$ and 5mA. respectively. and it could Produce DC, sine wavers. or Pulse waves. Eve movements of 20 normal subjects by galvanic stimulation were analyzed using a commercial videooculogragh. During stimulating with DC for 30 sec. we recorded the response of eye movement with current intensity of 0.75. 1 2, and 3 mA. Nystagmus occurred to all the subjects when the galvanic stimulus intensity was larger than 2 mA. Average SPV(slow Phase eye movement velocity) and the number of nystagmus increased from 7.1 to 4.8 deg/sec and from 17 to 48, respectively, when the stimulus current increased from 0.75 to 3 mA. All the fast eye movement of the nystagmus were the direction of the negative electrode. The asymmetry which means the difference between right- and left-eye movements decreased when the stimulus intensity increased. It is expected that this study would be useful in evaluating vestibular function and in studying basic Physiology mechanism of vestibular ocular reflex by galvanic stimulus .

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Drop reliability evaluation of Sn-3.0Ag-0.5Cu solder joint with OSP and ENIG surface finishes (OSP.ENIG 표면 처리된 기판과 Sn-3.0Ag-0.5Cu 솔더 접합부의 낙하충격 신뢰성 평가)

  • Ha, Sang-Ok;Ha, Sang-Su;Lee, Jong-Bum;Yoon, Jeong-Won;Park, Jai-Hyun;Chu, Yong-Chul;Lee, Jun-Hee;Kim, Sung-Jin;Jung, Seung-Boo
    • Journal of the Microelectronics and Packaging Society
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    • v.16 no.1
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    • pp.33-38
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    • 2009
  • The use of portable devices has created the need for new reliability criterion of drop impact tests because of the tendency to accidentally drop in the use of these devices. The effects of different PCB surface finishes (organic solderability preservative (OSP) and electroless nickel immersion gold (ENIG)) and high temperature storage (HTS) test on the drop reliability were studied. Various drop test conditions were used to evaluate a drop reliability of assemblies to endure such impact and shock load. In the case of the as-reflowed samples (no HTS test), the SAC/OSP boards exhibited a better drop impact reliability than that of SAC/ENIG. However, the reverse was true if HTS test is performed. In addition, significant decrease of drop reliability was observed for both SAC/ENIG and SAC/OSP assemblies after HTS test. It was also observed that the thickness of intermetallic compound layer do play an important role in the brittle fracture of drop test.

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A Study on the Discharge Guide Technology by infrared Laser Applied to Discharge Processing Devices (적외선 레이저에 의한 방전 유도 기술의 방전 가공 장치에의 적용 연구)

  • 조정수;이동훈;남경훈
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.13 no.1
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    • pp.1-8
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    • 1999
  • In recent years, concern has been raised about the technique of controlling electrical breakdown by using laser in many fields. Especially, laser has attracted much attention in the Electro-Discharge Machining(EDM) because of its many rrents. 1berefore, this research has been perfonred to obtain fundarrental data for the discharge guide technology by a pulsed Nd:YAG laser which can be awJied to discharge processing machining. 1be experilnnts of laser-guided de discharge have been carried out at low air pressure ranging from 0.2 to 20 torr. The minimum laser-guided de discharge voltage $V_{G.min}$ at the given pressures P and distances d between an anode and a cathode was rreasured It is found that $V_{G.min}$ is much lower than the natural discharge voltage $V_{ND}$, and the values of VGrrin and $V_{ND}$ as a function of P.d has a similar tendency. The laser output energy $E_{out}$ decreases with input pulse duration $t_p$ increasing, and the rrore the value of $t_p$ increases, the higher that of V$V_{G.min}$ is obtained because the number of photons N decreases with $t_p$ increasing. In addition, the laser-guided de discharge range and the discharge guide characteristics as laser outpIt $E_{out}$ was investigated.igated.

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Functional MR Imaging of Language System : Comparative Study between Visual and Auditory Instructions in Word Generation Task (언어 중추 영역에 대한 기능적 자기공명영상: 시각적, 청각적 지시 과제에 관한 비교)

  • 구은회;권대철;김동성;송인찬
    • Journal of Biomedical Engineering Research
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    • v.24 no.4
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    • pp.241-246
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    • 2003
  • To evaluate the usefulness if functional MR imaging(MRI) for the determination of language dominance system and to assess differences in the visual and auditory instrument language generation task according to activation task or activated area. Functional maps of the language area were obtained during visual and auditory instructions in word generation tasks in 6 healthy volunteer with right-handness were examined on a 1.5T scanner and the EPI BOLD technique, and three pulse sequence technique get of the true axial planes. Both task consisted of 96 phases including 6 activations and rests contents. Postprocessing were done on MRDx program by using cross correlation method. Two task compare the blain activation area surveyed of 1anguage lateralization index. To evaluated of the detection rates of Broca. Wernicke, pre-frontal lobe, Supplementary Motor Area (SMA) and pre-motor cortex areas and the differences of language lateraliaztion among two word generation task To lateralization index survey in 1anguage area on right and left in brain get to activation area pixel in brain. Compared to visual and auditory instrument task in the language areas get to the lateralization index. Two language generation task high detection rates of Broca and Wernicke areas. The visual instruction no detected in the auditory area, and auditory instruction no detected in the visual area. There was statistics significant different of them among language generation task. 1'his indicated that language area obtained image of the brain functional MR imaging usefulness in the visual and auditory task instrument.