• Title/Summary/Keyword: data-intensive science

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A Study of Content Analysis on ICU(Intensive Care Unit) Nurses' Knowledge of Basic Nursing Sciences (중환자실 간호사의 기초간호과학 지식의 필요성 분석)

  • Byeon, Young-Soon;Choe, Myoung-Ae;Kim, Hee-Seung;Park, Mi-Jung;Seo, Wha-Sook;Lee, Kyung-Sook;Choi, S-Mi;Hong, Hae-Sook
    • Journal of Korean Biological Nursing Science
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    • v.4 no.1
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    • pp.41-49
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    • 2002
  • The purpose of this study was to identify the knowledge contents of basic nursing sciences needed by nurses in the practices of the intensive care unit(ICU). To attain the goal of this study, the nurses working at 10 hospitals in the areas of Seoul and Kangwon Province were randomly selected. They were primarily interviewed, and the open question was secondarily put to them through the questionnaire. In the process of the 1st interview, the interviewees were asked of the question, "What is the knowledge of basic sciences such as anatomy, pathology, physiology. microbiology, pharmacology and the like thought to be lacking when you communicate with doctors in the ICU and when you carry out your nursing practices in it?" The contents of the interview were tape-recorded. The period of data collection ranged from May 1, 2001 to Sept 30. The interviews were conducted with total of 20 nurses. The open-end questionnaire was secondarily mailed to nurses. 113 questionnaires were returned. 100 questionnaires except 13 ones thought to be poorly completed in content were used for data analysis. Three coders classified data obtained from the interview and the questionnaire research into 5 detailed items relating to such as anatomical physiology, pathology, pharmacology. microbiology and basics of nursing. The three coders had experiences in nursing education of 18 years, 8 years and 6 years, respectively, and of them one coder was professor in basic nursing sciences. Data were statistically treated using frequency analysis and percentage by the SAS program. As a result, the following findings were obtained : It was found that the contents that ICU nurses responded were most needed in the field of Human structure and function were water and electrolytic balance(38%), blood and circulatory system(20%), changer in the patient's skin(12%), the arrangement of the human body(10%) and the endocrine system(10%), nervous system(6%), and assessment of the state of the patient's consciousness(4%). It was found that the contents that ICU nurses responded were most needed in the field of pathology were found to be the process of the progress of the disease(32%), symptoms of the disease(27%), prognosis of the disease(22%), followed by the injury-healing process, clinical pathological examination, and examination by radiation. It was found that the contents that nurses responded were most needed in the field of pharmacology were the effect of drug(25%), the side effect of drug(22%), the relationship between diseases and drug(20%), the relationship between disease-causing bacteria and drug(20%) and chemotherapy(2%). It was found that the contents that ICU nurses responded were most needed in the field of microbiology were the relationship between diseases and disease-causing bacteria(45%), Kinds and characteristics of disease-causing bacteria(18%), infection control(16%), application of the aseptic technique(12%), isolation(9%) and the like. It was found that the basic knowledge that ICU nurses responded were needed were the identification of the patient's current state(36%), understanding of the therapeutic process(22%), the operating principle of medical equipment and instrument(20%), medical terminology(9%), equipment and instrument management(7%), calculation of the dose of injection(2%) and the like.

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Effects of Backrest Position on Central Venous Pressure and Intracranial Pressure in Brain Surgery Patients (뇌수술환자에서 두부상승체위가 중심정맥압과 두개강내압에 미치는 영향)

  • Kim, Hyun-Ju;Sohng, Kyeong-Yae
    • Journal of Korean Academy of Nursing
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    • v.36 no.2
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    • pp.353-360
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    • 2006
  • Purpose: This study was done to investigate the effects of backrest elevation of 0 degree and 30 degrees that minimize the risk of increasing ICP when CVP is measured. Methods: Subjects were sixty-four patients who stayed in the neurosurgical intensive care unit after brain surgery at two university-based hospitals. CVP, blood pressure, heart rate and ICP were measured along with position changes in order of backrest position with primary 30 degrees backrest position, 0 degree backrest position and secondary 30 degrees backrest position. For data analysis, one-group, repeated-measures analysis of variance design was used in SAS program. Results: Backrest elevations from 0 degree to 30 degrees did not alter the CVP without increasing the ICP. Therefore, 30 degrees backrest position is a preventive position without increasing ICP. Conclusion: 30 degrees backrest position might be appropriate for brain injury patients when CVP is measured.

Harnessing sparsity in lamb wave-based damage detection for beams

  • Sen, Debarshi;Nagarajaiah, Satish;Gopalakrishnan, S.
    • Structural Monitoring and Maintenance
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    • v.4 no.4
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    • pp.381-396
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    • 2017
  • Structural health monitoring (SHM) is a necessity for reliable and efficient functioning of engineering systems. Damage detection (DD) is a crucial component of any SHM system. Lamb waves are a popular means to DD owing to their sensitivity to small damages over a substantial length. This typically involves an active sensing paradigm in a pitch-catch setting, that involves two piezo-sensors, a transmitter and a receiver. In this paper, we propose a data-intensive DD approach for beam structures using high frequency signals acquired from beams in a pitch-catch setting. The key idea is to develop a statistical learning-based approach, that harnesses the inherent sparsity in the problem. The proposed approach performs damage detection, localization in beams. In addition, quantification is possible too with prior calibration. We demonstrate numerically that the proposed approach achieves 100% accuracy in detection and localization even with a signal to noise ratio of 25 dB.

Nurses' Experience of Incivility in General Hospitals (간호사들이 근무지에서 경험하는 무례함(incivility)에 대한 연구)

  • Kim, Se Young;Park, Kwang-Ok;Kim, Jong Kyung
    • Journal of Korean Academy of Nursing
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    • v.43 no.4
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    • pp.453-467
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    • 2013
  • Purpose: This study was done to describe nurses' experience of incivility in hospitals and to consider nurses' work environment. Methods: Data were collected through in-depth interviews and analyzed using Colaizzi' phenomenological analysis methodology. Participants were seven experienced clinical nurses working on a general ward (2 nurses), or in an intensive care unit (2 nurses), emergency room (2 nurses), or operating room (1 nurse). Results: The incivility that nurses experienced was categorized as follows: 'being afflicted as a weak person', 'being treated as less than a professional', 'being overwhelmed by shock and anger', 'experiencing an untenable situation', 'struggling to survive', and 'pursuing professional growth'. Conclusion: Behavior guidelines should be developed to reduce incivility, and incivility cases should be continuously monitored by the nursing department. Also, to handle incivility problems in clinical nursing areas, a reporting and counseling system and education programs are needed.

Factors Affecting Nursing Interventions for Pain among Nurses in Neonatal Intensive Care Unit (신생아중환자실 간호사의 통증간호중재에 영향을 미치는 요인)

  • Kim, Eun-Hee;Choi, Mi-Young
    • Child Health Nursing Research
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    • v.23 no.2
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    • pp.179-189
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    • 2017
  • Purpose: The purpose of this study was to investigate NICU nurses' nursing interventions for pain and factors affecting nursing interventions for pain. Methods: Participants were 120 NICU nurses from 5 university hospitals located in Daejeon Metropolitan City and Chungcheong Province. The collected data were analyzed using descriptive statistics, independent t-test, one-way ANOVA and Duncan test, Pearson correlation coefficients and multiple regression analysis with SPSS Windows 23.0 IBM program. Results: The factors affecting nursing interventions for pain included knowledge about non-pharmacological nursing interventions for pain and self-efficacy about nursing interventions for pain. These variables explained 28.3% of nursing interventions for pain. Conclusion: The results of this study suggest that it is necessary to develop education programs in which effective nursing interventions for neonatal pain are considered. The programs should be made available to NICU nurses.

A XML DTD Matching using Fuzzy Similarity Measure

  • Kim, Chang-Suk;Son, Dong-Cheul;Kim, Dae-Su
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.1
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    • pp.32-36
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    • 2003
  • An equivalent schema matching among several different source schemas is very important for information integration or mining on the XML based World Wide Web. Finding most similar source schema corresponding mediated schema is a major bottleneck because of the arbitrary nesting property and hierarchical structures of XML DTD schemas. It is complex and both very labor intensive and error prune job. In this paper, we present the first complex matching of XML schema, i.e. XML DTD. The proposed method captures not only schematic information but also integrity constraints information of DTD to match different structured DTD. We show the integrity constraints based hierarchical schema matching is more semantic than the schema matching only to use schematic information and stored data.

A Study on Job Stress and the Coping of ICU Nurses (중환자실 간호사의 직무 스트레스와 대처에 관한 연구)

  • Park, Hyoung-Sook;Gang, Eun-Hee
    • Journal of Korean Academy of Nursing
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    • v.37 no.5
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    • pp.810-821
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    • 2007
  • Purpose: This study investigated job stress and coping of ICU Nurses. Method: Data was accumulated from 206 ICU nurses serving at least more than one year in 500 bed order hospitals during the period of three months from June1, to August 30, 2006. Results: The average job stress was $2.96{\pm}.95$ points, which was relatively high. The average coping was $2.55{\pm}.23$ points. Conclusion: The extent of the job stress of ICU nurses was relatively high, and they received the heaviest stress from job circumstances. For the prevention of job stress, every effort is required to analyze the causes of stress caused by job circumstances and to pose an appropriate solution. Meanwhile, job stress, needs to be controlled using a solution for the central problem, and search for social support.

Research Trends for Improving MPI Collective Communication Performance (MPI 집합통신 성능 향상 연구 동향)

  • H.Y., Ahn;Y.M., Park;S.Y., Kim;W.J., Han
    • Electronics and Telecommunications Trends
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    • v.37 no.6
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    • pp.43-53
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    • 2022
  • Message Passing Interface (MPI) collective communication has been applied to various science and engineering area such as physics, chemistry, biology, and astronomy. The parallel computing performance of the data-intensive workload in the above research fields depends on the collective communication performance. To overcome this limitation, MPI collective communication technology has been extensively researched over the last several decades to improve communication performance. In this paper, we provide a comprehensive survey of the state-of-the-art research performed on the MPI collective communication and examine the trends of recently developed technologies. We also discuss future research directions for providing high performance and scalability to large-scale MPI applications.

TP-Sim: A Trace-driven Processing-in-Memory Simulator (TP-Sim: 트레이스 기반의 프로세싱 인 메모리 시뮬레이터)

  • Jeonggeun Kim
    • Journal of the Semiconductor & Display Technology
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    • v.22 no.3
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    • pp.78-83
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    • 2023
  • This paper proposes a lightweight trace-driven Processing-In-Memory (PIM) simulator, TP-Sim. TP-Sim is a General Purpose PIM (GP-PIM) simulator that evaluates various PIM system performance-related metrics. Based on instruction and memory traces extracted from the Intel Pin tool, TP-Sim can replay trace files for multiple models of PIM architectures to compare its performance. To verify the availability of TP-Sim, we estimated three different system configurations on the STREAM benchmark. Compared to the traditional Host CPU-only systems with conventional memory hierarchy, simple GP-PIM architecture achieved better performance; even the Host CPU has the same number of in-order cores. For further study, we also extend TP-Sim as a part of a heterogeneous system simulator that contains CPU, GPGPU, and PIM as its primary and co-processors.

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Suggestions on the Selection Method of Priority Monitoring Sites for Hazardous Air Pollutants in Megacities (유해대기오염물질 모니터링을 위한 대도시 우선순위 측정지점 선정기법 제안)

  • Kwon, Hye-Ok;Kim, Seong-Joon;Kim, Yong Pyo;Kim, Sang-Kyun;Hong, Ji-Hyung;Choi, Sung-Deuk
    • Journal of Korean Society for Atmospheric Environment
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    • v.33 no.6
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    • pp.544-553
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    • 2017
  • There is an overall guideline of the installation of air quality monitoring stations in Korea, but specified steps for the selection of monitoring sites for hazardous air pollutants(HAPs) are not provided. In this study, we proposed a systematic method for the selection of monitoring sites for HAPs using geographic information system (GIS). As a case study, the Seoul metropolitan area (Seoul, Incheon, and Gyeonggi Province) was chosen, and 15 factors including population, vehicle registration, and emission data were compiled for each grid cell ($7km{\times}7km$). The number of factors above the top 30% of individual data for each grid cell was used to select priority monitoring sites for HAPs. In addition, several background sites were added for data comparison and source identification. Three scenarios were suggested: Scenario 1 with 7 sites, Scenario 2 with 17 sites, and Scenario 3 with 30 sites. This proposal is not the final result for an intensive monitoring program, but it is an example of method development for selecting appropriate sampling sites. These results can be applied not only to HAPs monitoring in megacities but also to the national HAPs monitoring network.