• Title/Summary/Keyword: F-Measure

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A study on bio-signal process for prosthesis arm control (인공의수의 능동 제어를 위한 생체 신호 처리에 관한 연구)

  • Ahn, Young-Myung;Yoo, Jae-Myung
    • 전자공학회논문지 IE
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    • v.43 no.4
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    • pp.28-36
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    • 2006
  • In this paper, an algorithm to classify the 4 motions of arm and a control system to position control the prosthesis are studied. To classify the 4 motions, we use flex sensors which is electrical resistance type sensor that can measure warp of muscle. The flex sensors are attached to the biceps brchii muscle and coracobrachialis muscle and the sensor signals are passed the sensing system. 4 motion of the forearm - flexion and extension, the pronation and supination are classified from this. Also position of forearm is measured from the classified signals. Finally, A two D.O.F prosthesis arm with RC servo-motor is designed to verify the validity of the algorithm. At this time, fuzzy controller is used to reduce the position error by rotary inertia and noise. From the experiment, the position error had occurred within about 5 degree.

Fatigue Phenomenon of Mechanical Properties in Denim Fabrics for Slacks during Repeated Shear and Tensile Deformation (반복 전단.인장 변형에 따른 데님 직물의 피로도에 관한 연구)

  • Lee, Chang-Mi;Gwon, O-Gyeong;Park, Hui-Ung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.20 no.6
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    • pp.975-982
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    • 1996
  • This study was conducted to examine the fatigue phenomenon of mechanical properites in denim fabrics for slacks during repeated shear and tensile deformation by analysing the change in the basic dynamic properties of fabrics on the basic of experiments to obtain the basic data necessary to measure their fatigue. In addition, this study was carried out by allowing these denim fabrics at market to go through the repeated deformation under such different loads as 500 gf/cm2 and 1000 gf/cm2 by using a simulated fatigue tester, by calculating both dynamic properties and hand value (HV) of these fabrics with KES-F system and then by obtaining the THV through these calculated properties. The results are as follows: 1 The fatigue phenomenon of dynamic properties was remarkably shown by the repeated shear and tensile deformation, while the increase of hysterical plastic substances was also remarkable in these shearing and bending properties. 2. The elasticity values of tensile, bending and compression properties, such as, B and G were reduced: whereas RT and RC values increased. It was shown, then, that those fabrics lost their elasticity and became flexible and soft with the increase of fatigue. 3. The fatigue phenomenon of hand value also showed that those fabrics became soft in relation with the change of all dynamic properties, and that their performance was also change to flexible hand value. 4. TRhe degree of fatigue was also shown by the loads given to the repeated deformation. It was shown that the fatigue was higher for the tensile load of 1000 gf/cm3 than did the standard load of 500 gf/cm3 It is necessary, therefore, to consider the load in accordance with their usage when examining the fatigue phenomenon with respect to the dynamic properties of clothing materials. 5. The loads were nearly not influenced by the change in the general hand value tended to show a little of increase with the increase of fatigue, Based on those results, it seems that the fatigue phenomonon is related to the loads given to the repeated deformation.

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CONDITIONAL FOURIER-FEYNMAN TRANSFORMS AND CONVOLUTIONS OF UNBOUNDED FUNCTIONS ON A GENERALIZED WIENER SPACE

  • Cho, Dong Hyun
    • Journal of the Korean Mathematical Society
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    • v.50 no.5
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    • pp.1105-1127
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    • 2013
  • Let C[0, $t$] denote the function space of real-valued continuous paths on [0, $t$]. Define $X_n\;:\;C[0,t]{\rightarrow}\mathbb{R}^{n+1}$ and $X_{n+1}\;:\;C[0,t]{\rightarrow}\mathbb{R}^{n+2}$ by $X_n(x)=(x(t_0),x(t_1),{\ldots},x(t_n))$ and $X_{n+1}(x)=(x(t_0),x(t_1),{\ldots},x(t_n),x(t_{n+1}))$, respectively, where $0=t_0 <; t_1 <{\ldots} < t_n < t_{n+1}=t$. In the present paper, using simple formulas for the conditional expectations with the conditioning functions $X_n$ and $X_{n+1}$, we evaluate the $L_p(1{\leq}p{\leq}{\infty})$-analytic conditional Fourier-Feynman transforms and the conditional convolution products of the functions, which have the form $fr((v_1,x),{\ldots},(v_r,x)){\int}_{L_2}_{[0,t]}\exp\{i(v,x)\}d{\sigma}(v)$ for $x{\in}C[0,t]$, where $\{v_1,{\ldots},v_r\}$ is an orthonormal subset of $L_2[0,t]$, $f_r{\in}L_p(\mathbb{R}^r)$, and ${\sigma}$ is the complex Borel measure of bounded variation on $L_2[0,t]$. We then investigate the inverse conditional Fourier-Feynman transforms of the function and prove that the analytic conditional Fourier-Feynman transforms of the conditional convolution products for the functions can be expressed by the products of the analytic conditional Fourier-Feynman transform of each function.

Analysis of demonstration research on solar heat pump system for room and hot water heating in the southern part of South Korea (남부지역의 태양열이용 열펌프식 온수.난방시스템의 실증연구 분석)

  • Sun, Kyung Ho;Kim, Ki Sun
    • 한국신재생에너지학회:학술대회논문집
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    • 2010.06a
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    • pp.198.1-198.1
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    • 2010
  • The goal of this study is to measure and compare the performance of solar heat pump for room and hot water heating. To accomplish the goal, solar heat pump with alumium roll bond type evaporator and indoor heat exchanger(condenser) was built and fully instrumented with thermocouples and pressure transducers etc. The test results showed that the COP(coefficient of performance) of HFC-134a($CF_3CH_2F$) were higher than those of CFC-12($CF_2Cl_2$). One "stratospherically safe" new refrigerant is 1,1,1,2-tetrafluoroethane(HFC-134a), which is thermodynamically similar to CFC-12 and considered to be a potential direct replacement for CFC-12 in air-conditioning and refrigeration applications. The solar heat pump system for room heating was designed to show the best efficiency that the room temperature make $18{\sim}20^{\circ}C$ and $23{\sim}25^{\circ}C$ in the southern part of South Korea during November, December, and January.

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Factors Influencing Nursing Students' Social Distancing for COVID-19 Prevention (간호대학생의 COVID-19 감염 예방을 위한 사회적 거리두기 영향요인)

  • Jo, Eun Bi;Hwang, Cho Rong;Yu, Jae Oak;Shin, Hyeon Jin;Kim, Yu Jin;Choi, A Ron;Lee, Hanna
    • Journal of East-West Nursing Research
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    • v.26 no.2
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    • pp.167-175
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    • 2020
  • Purpose: This study aims to understand the effect of attitudes toward COVID-19, subjective norms, and intentions toward social distancing as a preventative measure for COVID-19 in nursing university students, and to provide basic data for COVID-19 prevention. Methods: A cross-sectional study design was used in this study. The participants included 169 nursing students at a university in G city. Data were collected from 22 May 2020 to 1 June 2020. A self-report questionnaire was used. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and multiple regression analyses with the IBM/SPSS 26.0 for Window Program. Results: Intention was the most influential factor on social distancing (β=.29, p=.002), followed by the number of breakfasts per week (β=.18, p=.005), school grade (β=-.16, p<.001), and smoking status (β=-.13, p=.046). These variables explained 35.0% of factors influencing social distancing (F=12.24, p<.001). Conclusion: The results of this study are meaningful and present a direction for nursing students and future medical personnel to effectively perform social distancing. It is necessary to educate nursing students so that they can practice proper health care habits and intentions for social distancing.

Automatic detection of periodontal compromised teeth in digital panoramic radiographs using faster regional convolutional neural networks

  • Thanathornwong, Bhornsawan;Suebnukarn, Siriwan
    • Imaging Science in Dentistry
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    • v.50 no.2
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    • pp.169-174
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    • 2020
  • Purpose: Periodontal disease causes tooth loss and is associated with cardiovascular diseases, diabetes, and rheumatoid arthritis. The present study proposes using a deep learning-based object detection method to identify periodontally compromised teeth on digital panoramic radiographs. A faster regional convolutional neural network (faster R-CNN) which is a state-of-the-art deep detection network, was adapted from the natural image domain using a small annotated clinical data- set. Materials and Methods: In total, 100 digital panoramic radiographs of periodontally compromised patients were retrospectively collected from our hospital's information system and augmented. The periodontally compromised teeth found in each image were annotated by experts in periodontology to obtain the ground truth. The Keras library, which is written in Python, was used to train and test the model on a single NVidia 1080Ti GPU. The faster R-CNN model used a pretrained ResNet architecture. Results: The average precision rate of 0.81 demonstrated that there was a significant region of overlap between the predicted regions and the ground truth. The average recall rate of 0.80 showed that the periodontally compromised teeth regions generated by the detection method excluded healthiest teeth areas. In addition, the model achieved a sensitivity of 0.84, a specificity of 0.88 and an F-measure of 0.81. Conclusion: The faster R-CNN trained on a limited amount of labeled imaging data performed satisfactorily in detecting periodontally compromised teeth. The application of a faster R-CNN to assist in the detection of periodontally compromised teeth may reduce diagnostic effort by saving assessment time and allowing automated screening documentation.

Effects of Nelumbo nucifera on the Regional Cerebral Blood Flow and Blood Pressure in Rats (연근의 열수 추출물이 흰쥐의 국소 뇌혈류량과 혈압에 미치는 영향)

  • Park Sung-Hye;Sihn Eon-Hwan;Koo Jae-Geun;Lee Tae-Hun;Han Jong-Hyun
    • Journal of the East Asian Society of Dietary Life
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    • v.15 no.1
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    • pp.49-56
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    • 2005
  • The purpose of this study was to measure the changes of regional cerebral blood flow(rCBF) and blood pressure(BP) in rats, following the intravenous injection of Nelumbo nucifera water extract. The measurement was continually monitored by laser-doppler flowmeter and pressure transducer in anesthetized adult Sprague-Dawley rats for about 2 to 2 and half hours through the data acquisition system composed of MacLab and Macintosh computer. The results of this experiment were as follows. Nelumbo nucifera significantly increased the changes of rCBF in rats. The rCBF of Nelumbo nucifera was not changed by pretreated propranolol, atropine, L-NNA and indomethacin. But the rCBF of Nelumbo nucifera was decreased by pretreated methylene blue. Nelumbo nucifera decreased the BP significantly. The BP of Nelumbo nucifera was not changed by pretreated propranolol, atropine, L-NNA and indomethacin. But the BP of Nelumbo nucifera was decreased by pretreated methylene blue. These results indicated that Nelumbo nucifera might increase the rCBF and decrease the BP which related to guanylyl cyclase activity.

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The Effects of Soil Improvements on Growth and Tissue Nutrient Concentrations of Fraxinus rhynchophylla and Pinus densiflora Seedlings in a Nursery (토양개량제 처리가 물푸레나무와 소나무 묘목의 생장과 양분농도에 미치는 영향)

  • Park, Byung Bae;Byun, Jae Kyung;Cho, Min Seok;Han, Si Ho;Jung, Mun Ho;Kim, Se Bin;Bae, Kikang
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.19 no.2
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    • pp.41-54
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    • 2016
  • The production of high quality seedlings is a very important phase in silvicultural systems for successful reforestation or restoration. The purpose of this study was to measure both growth performances and nutrient responses of Fraxinus rhynchophylla and Pinus densiflora seedlings, which are commercially planted in Korea, according to soil improvement treatments. We applied 8 types of soil improvements: control with no treatment, compost B and compost Y as organic materials, vermiculite, perlite, two level of zeolite, and mix of vermiculite, perlite, and zeolite as inorganic materials in a permanent national nursery. Only compost B treatment significantly increased soil pH, organic matter, total nitrogen, available phosphorus, exchangeable potassium and calcium at the 0-10 cm soil depth. The growth of F. rhynchophylla and P. densiflora was the highest at the compost B treatment and the lowest at the vermiculate treatment. Compost B treatment allocated more carbon to aboveground than belowground by 39%, especially to foliage. On the vector diagnosis, there was 'shortage' on compost B treatment because of all increases of N contents, N concentrations, and growth and 'over accumulation' on vermiculite treatment because of more N uptake compared with dry weight increase. This study suggested optimal use of soil improvements is very important to improve soil quality in a permanently used nursery.

The Effect of Exercise Therapy after Cerebral Endovascular Surgery on the Level of Discomfort, Low Back Pain, Hemorrhage, and Hematoma (뇌혈관 내 수술 후 운동요법이 불편감, 요통, 출혈 및 혈종에 미치는 효과)

  • Jang, Kyung Hye;Lee, Eun Ja
    • Journal of Korean Clinical Nursing Research
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    • v.19 no.1
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    • pp.69-80
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    • 2013
  • Purpose: This study aimed to prove the effect of exercise therapy on discomfort and low back pain after cerebral endovascular surgery through femoral artery. Methods: The study employed a non-equivalent control group pretest-posttest design. Data were collected from 74 participants and were divided equally into two groups as experimental and control groups. In the experimental group, exercise therapy was applied in 2 hours, 4 hours, and 6 hours after cerebroendovascular surgery. The level of discomfort, back pain, hemorrhage, and hematoma was observed and recorded as a pretest. In the posttest, low back pain, hemorrhage, and hematoma were measured in 2.5 hours, 4.5 hours, and 6.5 hours, and discomfort was measured in 6.5 hours. The study was conducted from April to September, 2012. Data were analyzed with descriptive study, Chi-square test, t-test, repeated measure ANOVA and Bonferroni using SPSS/WIN 18.0 version. Results: The exercise therapy after cerebral endovascular surgery helps in reducing the level of discomfort (t=-2.37, p=.020) and low back pain (F=5.15, p=.005) without the side effects of hemorrhage or hematoma. Conclusion: Therefore, the exercise therapy was an efficient intervention for patients after cerebral endovascular surgery with discomfort and low back pain. Nurses could apply non-pharmacological interventions such as exercise therapy to avoid pharmacological side-effects.

The Effects of Video-based Peer assisted Learning in Standardized Patients Simulation: Pre and Post Operative Care (표준화 환자 시뮬레이션 실습교육에서 동영상을 활용한 동료학습의 효과: 수술 전후 간호를 중심으로)

  • Park, In-Hee;Shin, Sujin
    • Korean Journal of Adult Nursing
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    • v.27 no.1
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    • pp.73-82
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    • 2015
  • Purpose: This study examined the effects of peer assisted learning (PAL) using video recordings in standardized patients (SP) simulation. Methods: A mixed-method approach was adopted, in which quantitative data were supplemented with qualitative data. Research participants consisted of 49 nursing students, 24 of whom were assigned to the experimental group, and 25 to the control group. The 12 item instrument was used to measure perioperative care knowledge, while performance confidence was assessed with the 10 item questionnaire, and clinical critical thinking skills with the Clinical Critical Thinking Skill Test (CCTS). Qualitative data were collected using a reflective journaling and in-depth interviews. Results: Participants in the experimental group exhibited significantly higher levels of knowledge than those in the control group (t=5.43, p<.001), and were significantly more confident in their performances (F=52.33, p<.001). However, no significant differences were found between the experimental and the control groups with regard to CCTS (t=0.72, p=.477). A qualitative content analysis was conducted using the interview and reflective journaling data, in which six major themes were elicited from three codes. Conclusion: PAL employing video recordings is expected to be utilized as a teaching and learning strategy in simulation-based nursing practicum with greater frequency and longer period, given the positive effects observed in this study.