• Title/Summary/Keyword: threshold values

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A Convergence Study on Immediate Effects of kinesio taping on upper extremity pain and muscle activation of lateral epicondyle DOMS (가쪽위관절융기의 지연성 근육통을 유발하여 키네시오 테이핑 적용이 상지의 통증과 근활성도 미치는 즉각적 효과에 관한 융합적 연구)

  • In, Tae-Sung;Kim, Kyung-Hun
    • Journal of the Korea Convergence Society
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    • v.11 no.5
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    • pp.73-80
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    • 2020
  • The purpose of this study was to investigate the immediate effects of kinesio taping on upper extremity pain and muscle activation of lateral epicondyle DOMS. This research is randomized controlled designd study and conducted as a single-blind. Twenty four subjects were participated in this study, All the patients were divided two group, were kinesio taping applied group, placebo kinesio taping applied group. The participants were tested pressure upper extremity pain threshold and muscle activation, pre-post intervention. After raining, the change values of the pain and muscle activation in KT group were significantly greater than PKT group(p<0.05). This findings show that kinesio taping training convergence interventions for lateral epicondyle DOMS pain and upper extremity. Continued development on convergence interventions for lateral epicondyle DOMS with pain and upper extremity in the practice are suggested.

Standard criterion of hypervolume under the ROC manifold (ROC 다면체 아래 체적의 판단기준)

  • Hong, C.S.;Jung, D.G.
    • Journal of the Korean Data and Information Science Society
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    • v.25 no.3
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    • pp.473-483
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    • 2014
  • Even though the ROC manifold for more than three dimensional space which is an extension of the ROC curve and surface has difficulty to represent graphically, the hypervolume under the ROC manifold (HUM) statistic can be defined and obtained based on AUC and VUS measures for the ROC curve and the ROC surface. Hence the definition and characteristics of the HUM for four dimensional space are studied in this work. By extension of the standard criterion of AUC for probabilities of default based on Basel II, the 13 classes of standard criterion of HUM are proposed in order to discriminate four classification models and some application methods are discussed. In order to explore the standard criterion of HUM whose values are obtained from various distributions, ternary plot is used and explained.

Dependence of $O_2$ Plasma Treatment of Cross-Linked PVP Insulator on the Electrical Properties of Organic-Inorganic Thin Film Transistors with ZnO Channel Layer

  • Gong, Su-Cheol;Shin, Ik-Sup;Bang, Suk-Hwan;Kim, Hyun-Chul;Ryu, Sang-Ouk;Jeon, Hyeong-Tag;Park, Hyung-Ho;Yu, Chong-Hee;Chang, Ho-Jung
    • Journal of the Microelectronics and Packaging Society
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    • v.16 no.2
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    • pp.21-25
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    • 2009
  • The organic-inorganic thin film transistors (OITFTs) with ZnO channel layer and the cross-linked PVP (Poly-4-vinylphenol) gate insulator were fabricated on the patterned ITO gate/glass substrate. ZnO channel layer was deposited by using atomic layer deposition (ALD). In order to improve the electrical properties, $O_2$ plasma treatment onto PVP film was introduced and investigated the effect of the plasma treatments on the electrical properties of the OITFTs. The field effect mobility and sub-threshold slope (SS) values of the OITFT decreased slightly from 0.24 to 0.16 $cm^2/V{\cdot}s$ and from 9.7 to 9.2 V/dec, respectively with increasing RF power from 30 to 50 Watt. The $I_{on/off}$ ratio was about $10^3$ for all samples with $O_2$ plasma treatment.

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A Study on the Monitoring Technique for Musculoskeletal Safety Management and Implementation of the System (근골격계 안전관리를 위한 모니터링 기법에 관한 연구 및 시스템 구현)

  • Shin, Yeong-Ju;Joo, Ha-Young;Yang, Jin-Hong
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.13 no.3
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    • pp.267-276
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    • 2020
  • Manufacturing workers are easily exposed to the risk of musculoskeletal disorders caused by repetitive tasks in their working environment. This is due to problems with occupational characteristics that repeatedly use the body. However, the current lack of monitoring systems for monitoring and prevention has led to an increase in workers' exposure to risks each year. This paper presents how to solve these problems in real working environment by producing wearable devices using IMU sensors. After wearing a wearable type device, the user's movement is judged through data analysis by receiving the rotation value according to musculoskeletal movement. At this time, the risk is determined by measuring the number of rotations of the user by eliminating bias and eliminating cumulative error, acquiring sophisticated data, and analyzing it in the form of dynamic threshold values. Using the wearable device proposed in this paper, the effect of this method could be checked through a web page measuring the number of rotations for elbow musculoskeletal disorders.

The Analysis of Meterological Environment over Jeju Moseulpo Region for HALE UAV (장기체공무인기를 위한 제주도 모슬포 지역의 기상환경 분석)

  • Cho, Young-Jun;Ahn, Kwang-Deuk;Lee, Hee-Choon;Ha, Jong-Chul;Choi, Reno K.Y.;Cho, Chun-Ho;Kim, Su-Bo
    • Journal of the Korea Institute of Military Science and Technology
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    • v.18 no.4
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    • pp.469-477
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    • 2015
  • In this study, the characteristics of main wind direction, vertical temperature and wind speed profile near the Moseulpo airfield for HALE UAV(High Altitude Long Endurance Unmaned Aerial Vehicle) is investigated. The results are summarized as follows, main wind direction is governed by air mass according to season and local wind such as land-sea breeze. The directions of landing and take-off of HALE UAV will be selected as the south-east direction in June ~ August, north-west direction in October ~ March, and south-east direction at daytime in April ~ May, September. Annual variation of temperature at 100 hPa showed that temperature in summer season is lower than winter season. On the other hands, wind speed at 250 hPa in winter season is higher than summer season. The threshold values of temperature and wind speed for HALE UAV flight are $-75^{\circ}C$ and $90ms^{-1}$, which were determined by 5 % frequency value($1.96{\sigma}$), respectively.

A Study on the Recognition of Polyhedral Object using 3-D Information (3차원 정보를 이용한 다면체의 물제인식에 관한 연구)

  • 김영일;우동임;백남칠;우광방
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.38 no.6
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    • pp.458-469
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    • 1989
  • A measurement method is proposed which finds 3-D position and attitude of a known polyhedra utilizing shading information. Through the systematic interpretation of relations between polyhedra and its image as well as shadow image and also the determination of candidate position, 3-D information with respect to vertex of polyhedra is extracted. Following preprocessing of this information, the image of polyhedra is represented in terms of the scene with positioned object and the correspondence is searched by means of matching process between a scene description of the object and the correspondence is searched by means of matching process between a scene description of the object and a model description stored in data-base. In the experiments, initially 3-D information is employed to select several model regions, and objects are recognized through matching process with respect to scene regions. The results demonstrate that the recognition system performs with a high efficiency by proper selection of the threshold values.

Real-Time Monitoring of ECG Signal under Ubiquitous Environment (유비쿼터스 환경 하의 실시간 심전도 신호 모니터링)

  • Kim, Jungjoon;Kim, Jin-Sub;Ryu, Chunha;Kim, Jeong-Hong;Park, Kil-Houm
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38B no.9
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    • pp.728-735
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    • 2013
  • In this paper, we present a method of transmitting ECG signals in real-time mobile environment to be possible to implement the ubiquitous healthcare system. Because of the excessive amount of data transmission of ECG signals, it is necessary to propose a limitation to the real-time transmission. We propose a real-time electrocardiographic monitoring system based on the proposal of unusual waveform detection algorithm which detects the R-wave distortions from the arrhythmia ECG signals having unusual waveform of about 10% on average. It is very effective in terms of time and cost for medical staffs to monitor and analyze ECG signals for a long period of time. Monitoring unusual waveform by gradually adjusting the threshold values of potential and kurtosis makes the amount of data transmitted decrease and significance level of waveform to be enhanced. The unusual waveform detection algorithm is implemented with ubiquitous environment inter-working device client. It is applicable to ubiquitous healthcare system capable of real-time monitoring the ECG signal. While ensuring the mobility, it allows for real-time continuous monitoring of ECG signals.

An Experimental Study on Estimation of Size and Thickness of Cavitation(Void)s under Concrete Slabs and Tunnel Linings Using Law Frequency Type Radar(GPR) (저주파수 레이더(GPR)에 의한 콘크리트 상판 및 터널 라이닝 배면 공동의 크기 및 두께 추정에 관한 실험 연구)

  • Park, Seok-Kyun
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.10 no.6
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    • pp.95-104
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    • 2006
  • The presence of cavitations under pavements or behind tunnel linings of concrete is likely to result in collapse. One method of detecting such voids by non-destructive means is low frequency type radar(GPR). By the way, the size and thickness of small cavitation can't be detected by the present radar technology with low frequency and low resolution when it apply to civil structures like that. To overcome these problems and limitations, this study aims to develope and propose a new analysis method for estimating the depth, cross-sectional size and thickness of cavitations using low frequency radar. A new proposed method is based on the experiments that are carried out for analyzing the correlation between the measurement values(the amplitudes of radar return) of low frequency radar and various type of cavitations. In this process, the threshold value for radar image processing which aims to represent only cavitations to be fitted size can be obtained. As the results, it is clarified that a proposed method has a possibility of estimating cavitation depth, size and thickness with good accuracy in laboratory scale.

Sensitive Characteristics of Hot Carriers by Bias Stress in Hydrogenated n-chnnel Poly-silicon TFT (수소 처리시킨 N-채널 다결정 실리콘 TFT에서 스트레스인가에 의한 핫캐리어의 감지 특성)

  • Lee, Jong-Kuk;Lee, Yong-Jae
    • Journal of Sensor Science and Technology
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    • v.12 no.5
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    • pp.218-224
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    • 2003
  • The devices of n-channel poly silicon thin film transistors(TFTs) hydrogenated by plasma, $H_2$ and $H_2$/plasma processes are fabricated. The carriers sensitivity characteristics are analyzed with voltage bias stress at the gate oxide. The parametric sensitivity characteristics caused by electrical stress conditions in hydrogenated devices are investigated by measuring the drain current, threshold voltage($V_{th}$), subthreshold slope(S) and maximum transconductance($G_m$) values. As a analyzed results, the degradation characteristics in hydrogenated n-channel polysilicon thin film transistors are mainly caused by the enhancement of dangling bonds at the poly-Si/$SiO_2$ interface and the poly-Si grain boundary due to dissolution of Si-H bonds. The generation of traps in gate oxide are mainly dued to hot electrons injection into the gate oxide from the channel region.

Nucleus Segmentation and Recognition of Uterine Cervical Pop-Smears using Region Growing Technique and Backpropagation Algorithm (영역 확장 기법과 오류 역전파 알고리즘을 이용한 자궁경부 세포진 영역 분할 및 인식)

  • Kim Kwang-Baek;Kim Sung-Shin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.6
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    • pp.1153-1158
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    • 2006
  • The classification of the background and cell areas is very important research area because of the ambiguous boundary. In this paper, the region of cell is extracted from an image of uterine cervical cytodiagnosis using the region growing method that increases the region of interest based on similarity between pixels. Segmented image from background and cell areas is binarized using a threshold value. And then 8-directional tracking algorithm for contour lines is applied to extract the cell area. First, the extracted nucleus is transformed to RGB color that is the original image. Second, the K-means clustering algorithm is employed to classify RGB pixels to the R, G, and B channels, respectively. Third, the Hue information of nucleus is extracted from the HSI models that is the transformation of the clustering values in R, G, and B channels. The backpropagation algorithm is employed to classify and identify the normal or abnormal nucleus.