• Title/Summary/Keyword: Health domain

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Prediction of Paroxysmal Atrial Fibrillation using Time-domain Analysis and Random Forest

  • Lee, Seung-Hwan;Kang, Dong-Won;Lee, Kyoung-Joung
    • Journal of Biomedical Engineering Research
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    • v.39 no.2
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    • pp.69-79
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    • 2018
  • The present study proposes an algorithm that can discriminate between normal subjects and paroxysmal atrial fibrillation (PAF) patients, which is conducted using electrocardiogram (ECG) without PAF events. For this, time-domain features and random forest classifier are used. Time-domain features are obtained from Poincare plot, Lorenz plot of ${\delta}RR$ interval, and morphology analysis. Afterward, three features are selected in total through feature selection. PAF patients and normal subjects are classified using random forest. The classification result showed that sensitivity and specificity were 81.82% and 95.24% respectively, the positive predictive value and negative predictive value were 96.43% and 76.92% respectively, and accuracy was 87.04%. The proposed algorithm had an advantage in terms of the computation requirement compared to existing algorithm, so it has suggested applicability in the more efficient prediction of PAF.

Assessing Methods of Heart Rate Variability (심박변이에 대한 평가방법)

  • Park, Ki-Jong;Jeong, Heejeong
    • Annals of Clinical Neurophysiology
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    • v.16 no.2
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    • pp.49-54
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    • 2014
  • Heart rate variability is significantly associated with cardiovascular complications in various neurological disorders with cardiac impairment. Measures of spontaneous heart rate variability might be different from provocating tests of heart rate variability such as deep breathing and Valsava maneuver. Methods for analysis are divided into time domain methods and frequency domain methods. There are standard deviation of NN interval, standard deviation of average NN interval, root mean square of the successive differences, NN50, and pNN50 in time domain methods. Frequency domain bands can be divided into very low, low, and high frequency. Each variables are influenced by sympathetic and/or parasympathetic activity.

A critical comparison of reflectometry methods for location of wiring faults

  • Furse, Cynthia;Chung, You Chung;Lo, Chet;Pendayala, Praveen
    • Smart Structures and Systems
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    • v.2 no.1
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    • pp.25-46
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    • 2006
  • Aging wiring in buildings, aircraft and transportation systems, consumer products, industrial machinery, etc. is among the most significant potential causes of catastrophic failure and maintenance cost in these structures. Smart wire health monitoring can therefore have a substantial impact on the overall health monitoring of the system. Reflectometry is commonly used for locating faults on wire and cables. This paper compares Time domain reflectometry (TDR), frequency domain reflectometry (FDR), mixed signal reflectometry (MSR), sequence time domain reflectometry (STDR), spread spectrum time domain reflectometry (SSTDR) and capacitance sensors in terms of their accuracy, convenience, cost, size, and ease of use. Advantages and limitations of each method are outlined and evaluated for several types of aircraft cables. The results in this paper can be extrapolated to other types of wire and cable systems.

Factors Influencing Health Promoting Behavior of the Elderly : Perceived Family Support and Life Satisfaction (노인의 건강증진행위에 영향을 미치는 요인 : 가족지지와 생활만족도 변수를 중심으로)

  • Kim, Chun-Gill
    • Research in Community and Public Health Nursing
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    • v.13 no.2
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    • pp.321-331
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    • 2002
  • Purpose: The purpose of this study was to describe perceived family support, life satisfaction, and health promoting behavior (HPB), and to identify factors influencing HPB among the elderly. Method: Study participants were 165 elderly over 65 years of age who were living in C city, Korea. The instruments included the Family Support Scale developed by Kang, Life Satisfaction Scale developed by Choi, Health Promoting Behavior Scale designed by Walker, et al. The data were analyzed using the SAS program by t-test, ANOVA, Pearson correlation coefficients, and stepwise multiple regression. Results: 1. The scores for family support ranged from 11 to 55, with a mean score of 41.55. The scores for life satisfaction ranged from 0 to 40, with a mean of 22.02. The scores for HPB ranged from 40 to 160 with a mean score of 98.07. In the sub-dimensions of HPB, the participants showed the highest level of engagement in the nutrition domain, and the lowest level of engagement in the exercise domain. 2. Higher levels of family support and life satisfaction were correlated with more engagement in HPB. 3. The most influencing factor on HPB in the elderly was family support. accounting for 11% of the total variance in HPB. A combination of education level and types of living patterns accounted for 18% of the total variance in HPB. Life satisfaction accounted for 14% of the self-actualization domain, and 5% of the stress management domain, in the sub-dimensions of HPB. Conclusion: Perceived family support was identified as an important factor to predict HPB in the elderly. However, life satisfaction was identified as only partially influencing HPB among the elderly.

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A Study on Five Levels of Security Risk Assessment Model Design for Ensuring the u-Healthcare Information System (u-헬스케어시스템의 정보보안 체계 확보를 위한 5단계 보안위험도 평가모델 설계)

  • Noh, Si Choon
    • Convergence Security Journal
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    • v.13 no.4
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    • pp.11-17
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    • 2013
  • All u-Health system has security vulnerabilities. This vulnerability locally(local) or network(network) is on the potential risk. Smart environment of health information technology, Ad-hoc networking, wireless communication environments, u-health are major factor to increase the security vulnerability. u-health care information systems user terminal domain interval, interval public network infrastructure, networking section, the intranet are divided into sections. Health information systems by separating domain specific reason to assess vulnerability vulnerability countermeasure for each domain are different. u-Healthcare System 5 layers of security risk assessment system for domain-specific security vulnerability diagnosis system designed to take the security measures are needed. If you use this proposed model that has been conducted so far vaguely USN-based health information network security vulnerabilities diagnostic measures can be done more systematically provide a model.

A study on the establishment of Health MyData ecosystem in the public domain (공공영역에서 의료 마이데이터(MyData) 생태계 구축방안 연구)

  • Park, Hyoju;Yang, Jinhong
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.13 no.6
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    • pp.511-522
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    • 2020
  • The purpose of this thesis is to derive a strategy to establish an ecosystem for promoting health my data projects in the public domain. To this end, first, the types of my data business were classified by business domain, subject, purpose, and method, and based on this, my data business being promoted in Korea and abroad was analyzed by type. After that, based on the analysis results, scenarios for my data projects that public domain can promote and the roles and major issues of each subject were identified, and the strategic direction for each subject of the ecosystem was presented. Such an attempt is of primary significance in revealing the role that the health MyData project can take the lead in the public domain to settle in Korea targeting sensitive information. Through this, it is expected that it will be a cornerstone of discussion to identify issues that are expected to establish an ecosystem in Korea, and to present a direction in which the my data business can be promoted in the right direction in the future.

A Study on Impact of Flood Disaster and Quality of Life among the Flood Victims (수재민의 수해로 인한 영향과 삶의 질에 관한 연구)

  • Lee, Seon-Hye
    • Research in Community and Public Health Nursing
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    • v.15 no.1
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    • pp.145-154
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    • 2004
  • Purpose: This study was performed to identify the extent of flood damage, the quality of life(QOL) and their relationships to flood victims. Method: The subjects of this study were 248(men 100, women 148) who live around seven areas in K province impacted by Typhoon Rusa. Data was collected between February 25 and March 21, 2003 by structured questionnaires. The instruments were composed of two parts. The extent of flood damage were the impacts of daily living by revised from Ginexi et aI.(2000). QOL was used to WHOQOL BREF Korean Version by Min et al.(2002). The SPSS program was used for its descriptive, reliability, and correlation analysis. Result: The means of the extent of flood damage were: daily living 1.88, economy 4.60, and health 3.75. The mean of total QOL was 2.95: social domain 3.29, overall satisfaction 3.09, physical domain 3.06, psychological domain 2.95, and environmental domain 2.68. The negative correlations were between the Impact of daily living and Total QOL(r=-.143, p<.05), Physical QOL(r=-.220, p<.01) and Overall satisfaction (r=-141, p<.05). Conclusion: This study has learned that the impact of the flood had negative effects on the flood victims quality of life, and the difficulties they faced in their daily lives. Further research will be needed to explore influencing factors on QOL in disaster victims.

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Mechanisms Underlying Plk1 Polo-Box Domain-Mediated Biological Processes and Their Physiological Significance

  • Lee, Kyung S.;Park, Jung-Eun;Kang, Young Hwi;Kim, Tae-Sung;Bang, Jeong K.
    • Molecules and Cells
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    • v.37 no.4
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    • pp.286-294
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    • 2014
  • Mammalian polo-like kinase 1 (Plk1) has been studied intensively as a key regulator of various cell cycle events that are critical for proper M-phase progression. The polobox domain (PBD) present in Plk1's C-terminal noncatalytic region has been shown to play a central role in targeting the N-terminal kinase domain of Plk1 to specific subcellular locations. Subsequent studies reveal that PBD binds to a phosphorylated motif generated by one of the two mechanisms - self-priming by Plk1 itself or non-self-priming by a Pro-directed kinase, such as Cdc2. Here, we comparatively review the differences in the biochemical steps of these mechanisms and discuss their physiological significance. Considering the diverse functions of Plk1 during the cell cycle, a better understanding of how the catalytic activity of Plk1 functions in concert with its cisacting PBD and how this coordinated process is intricately regulated to promote Plk1 functions will be important for providing new insights into different mechanisms underlying various Plk1-mediated biological events that occur at the multiple stages of the cell cycle.

The Needs of Sexuality Education in High School Students (고등학생의 성교육 요구도)

  • Lee, Jin-Kyung;Kim, Eun-Ju;Yom, Young-Hee
    • Research in Community and Public Health Nursing
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    • v.12 no.1
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    • pp.71-80
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    • 2001
  • In an attempt to measure the needs of sexuality education according to sex. grade. type of school. this study was carried out. For this study, the questionnaires were given to 600 students of 4 high-schools in Seoul from March to April. 1999. Students never being received sexuality education were 32.5%. Even though in students being received sex education, the answer of being very instructive was only 2.2%. The needs of sexuality education in boy-student was high in sexual behavior and relationship domain as compared with the girl-student, especially high in masturbation and sexual dysfunction. In girl-student, the needs of sexuality education were high in abortion. sexual damage. In third-grade, the needs of sexuality education were high in personal skill domain as compared with the first and second-grade. And the second-grade's needs were high in sexual behavior domain. In academic school students, the needs of sexuality education were high in sexual behavior and sexual health domain as compared with vocational school. In conclusion, a variety of systematic sex education programs suitable for each characteristic of adolescence should be in need of being developed to the base on the sex educational needs of the students.

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Educational needs for the development of a simulation module of home visiting care for the frail elderly (시뮬레이션 기반 허약노인 방문간호 교육 요구도)

  • Ahn, Junhee;Yang, Youngran
    • The Journal of Korean Academic Society of Nursing Education
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    • v.27 no.1
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    • pp.68-79
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    • 2021
  • Purpose: This study aimed to identify the educational needs of nurses and nursing students for the development of a simulation module of home visiting care for frail, elderly people. Methods: Focus group interviews were conducted with 15 home visiting nurses working in public health centers and 14 nursing students who experienced home visiting from September 10 to October 10, 2018. Results: Bloom's taxonomy of learning objectives, namely, cognitive, affective, and psychomotor domains was used as a framework for data analysis. The defined educational needs for each domain were as follows: "understanding frail, elderly people" for the cognitive domain; "intervention for mental health" and "building a therapeutic relationship" for the affective domain; and "nursing skills", "health education for healthy lifestyles", "referral to the community resource connection", "protection for visiting nurses" for the psychomotor domain. Conclusion: Based on the findings of this study, a simulation module of home visiting care for frail, elderly people can be developed and used for nursing students and nurses to strengthen the capacity for home visiting care.