• 제목/요약/키워드: High-risk

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사례기반추론을 이용한 대용량 데이터의 실시간 처리 방법론 : 고혈압 고위험군 관리를 위한 자기학습 시스템 프레임워크 (Data Mining Approach for Real-Time Processing of Large Data Using Case-Based Reasoning : High-Risk Group Detection Data Warehouse for Patients with High Blood Pressure)

  • 박성혁;양근우
    • 한국IT서비스학회지
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    • 제10권1호
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    • pp.135-149
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    • 2011
  • In this paper, we propose the high-risk group detection model for patients with high blood pressure using case-based reasoning. The proposed model can be applied for public health maintenance organizations to effectively manage knowledge related to high blood pressure and efficiently allocate limited health care resources. Especially, the focus is on the development of the model that can handle constraints such as managing large volume of data, enabling the automatic learning to adapt to external environmental changes and operating the system on a real-time basis. Using real data collected from local public health centers, the optimal high-risk group detection model was derived incorporating optimal parameter sets. The results of the performance test for the model using test data show that the prediction accuracy of the proposed model is two times better than the natural risk of high blood pressure.

고위험아동의 건강관리를 위안 최적적응건강이론 (Theory for Health for Optimal Fitness in Health Care for High-Risk Children)

  • 안영미
    • Child Health Nursing Research
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    • 제15권1호
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    • pp.42-52
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    • 2009
  • Child is a being and provides the genetic continuity of parents and society, and therefore the fitness of these children for survival, growth and development towards reproduction, is of significance to parents and society. The aim of health care for high-risk children is not only to minimize or eliminate health problems, but also to optimize their fitness. Considering that the health care of children is influenced by available resources of parents and society, and sociocultural values and paradigms in a given environment of evolutionary adaptedness (EEA), child health care professionals need to understand factors affecting the optimal fitness of children with risks. This paper introduces a new integrated theory for health care in high-risk children, entitled, Health for Optimal Fitness of High-Risk Children. Five main components were identified with associate concepts or midrange theories affecting heath for optimal fitness of high-risk children; EEA, optimal fitness, health problems, investment resources, and anthropological values. It may provide an integrated perspective on health of high-risk children in both the proximately biomedical approach and ultimately evolutionary approach as optimizing their fitness. Further study is needed to develop substantial statements between components with existential examples.

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산모 집중치료실에 입원한 고위험 임부의 건강관리 요구: 혼합적 연구방법 적용 (Health-care Needs of High-risk Pregnant Women Hospitalized in Maternal-Fetal Intensive Care Units: A Mixed-methods Design)

  • 김현진;박호란
    • 여성건강간호학회지
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    • 제24권2호
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    • pp.196-208
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    • 2018
  • Purpose: To identify the characteristics and health-care needs of high-risk pregnant women in maternal-fetal intensive care units (MFICU). Methods: A mixed-methods design was adopted. Data were collected from 78 high-risk pregnant women admitted to the MFICU. Qualitative data included ten participants' experiences with hospitalization and childbirth, which were analyzed using mixed content analysis. Quantitative data were analyzed using at-test and one-way ANOVA testing. Results: The average score for pregnancy and childbirth health-care needs was 3.54 points. Average score by area was before-admission health care (3.70), health care of baby (3.67), health of childbirth (3.61), postpartum health (3.51), and pregnancy health care during hospitalization (3.48). Qualitative results showed diverse feelings and experiences of high-risk pregnant women and their need for health care, which was expressed in three themes and 11 sub-themes. Conclusion: Nurses should recognize high-risk mothers' feelings and needs for pregnancy and childbirth-focused health care to help patients accept their vulnerability and cope positively.

고위험 신생아 어머니의 모성전환 과정 (Maternal Transition in Mothers with High Risk Newborns)

  • 신현정
    • 대한간호학회지
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    • 제34권2호
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    • pp.243-251
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    • 2004
  • Purpose: The purpose of this study was a comprehensive understanding about maternal transition in mothers with high risk newborns according to the degree of situational meaning. Method: A methodological triangulation that combines qualitative and quantitative methods was used. The situational meaning of a high risk newborn mother was identified using a Family Meaning Attribution Scale. According to the degree of situational meaning, in-depth interviews were conducted at 3 time periods postpartum: between 3-10 days after childbirth, around the time of the newborn's discharge, and between 10-12 weeks after childbirth. Quantitative data was analyzed using descriptive statistics and t-test. Qualitative data was analyzed using Tutty, Rothery, & Grinnell's methodology. Result: The average score of the situational meaning in high the risk newborn mother was 53.57(possible score is between 0-96) and the average score of each item was 1.67. A Maternal transition process in the mother that has a positive situational meaning was conceptualized in three distinctive phases: confusion, accepting, and shaping phases. The Maternal transition process in the mother that has a negative situational meaning was also conceptualized in three distinctive phases: avoiding, conflicting, and accepting phases. Conclusion: It is necessary that the nurses provide high risk newborn mothers with individualized care considering both the situational meaning that is attributed to them and the maternal transition phase that they are faced with.

고등학생의 우울 및 스트레스와 건강위험행위와의 관련성 (Relationship between Depression, Stress and Health Risk Behaviors among Some High School Students)

  • 김보은;박현희;김은희;김유숙;이성진;박종
    • 한국학교ㆍ지역보건교육학회지
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    • 제16권2호
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    • pp.69-87
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    • 2015
  • Objectives: This study aimed to examine the association between depression and stress and health risk behaviors of high school students. Methods : Participants were 1134 high school student. he participants completed the following measures : Youth Risk Behavior Survey (YRBS), CES-D(Center for Epidemiological Studies Depression Scale. Results : The more stress score of male students is high, the score of the problem act on safety was significantly higher. The higher the score depression was significantly higher safety risk behavior score, violent behavior, act tries to commit suicide, smoking behavior, drug use behavior, inappropriate weight loss behavior, irregular eating habit, non-physical activity behavior. The more stress score of female students is significantly high was higher safety risk behavior score, irregular eating habit, non-physical activity behavior. The more depression score of female students is high was significantly higher safety risk behavior score, irregular eating habit, non-physical activity behavior. Conclusions: This study investigated the association between depression and stress and health risk behaviors, and helped in the development of programs to improve the health management ability of high school students.

Determination of Neurotoxin Gene Expression in Clostridium botulinum Type A by Quantitative RT-PCR

  • Shin, Na-Ri;Shin, Ji-Hun;Chun, Jeong Hoon;Yoon, So-Yeon;Kim, Bong Su;Oh, Hee-Bok;Rhie, Gi-eun
    • Molecules and Cells
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    • 제22권3호
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    • pp.336-342
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    • 2006
  • Real time reverse transcription (RT)-PCR was used to quantify the expression of the botulinum neurotoxin type A (BoNT/A) gene (cntA) by normalization with the expression of 16S rRNA. The method were confirmed by monitoring the mRNA levels of cntA during growth in five type A strains. In all but one of the strains the expression of cntA mRNA was maximal in the late exponential phase, and approximately 35-fold greater than in the early exponential phase. The concentration of the extracellular BoNT/A complex detected by ELISA was highest in stationary phase. Sodium nitrite and sorbic acid completely inhibited growth at 20 ppm and $4mg\;ml^{-1}$, respectively. CntA expression became lower in proportion to the concentration of sorbic acid, and this reduction was confirmed by mouse bioassay. Our results show that real time RT-PCR can be used to quantify levels of C. botulinum type A neurotoxin transcripts and to assess the effects of food additives on botulinal risk.

초고층 건설공사 시공단계 리스크 요인 도출 및 분석 (Extraction and Analysis of Construction Phase Risk Factors in High-rise Construction Project)

  • 김수용;김성현;양진국
    • 한국건설관리학회논문집
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    • 제17권2호
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    • pp.90-98
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    • 2016
  • 고층 건설 프로젝트는 다양한 위험 요인이 있다. 주요 위험 요인은 시간 지연과 비용의 증가 등의 부정적인 결과이다. 따라서, 본 연구는 PROMETHEE 기법을 사용하여 초고층 건설공사 시공 단계에서의 위험 요인을 분석하였다. 이를 위해, 본 연구는 전문가 표적집단면접법(FGI)을 통해 위험 인자를 확인 하였다. 그리고 PROMETHEE는 초고층 건설공사 위험 분석을 위한 설정 평가기준으로 사용 하였다. 다음으로, 평가지표 계산의 기준은 PDRI에서 정의 레벨을 사용하여 구성하였다. 선호지수 및 평가 지표는 설문을 통해 규명되었다. 이러한 과정을 통해, PROMETHEE 기법을 이용하여 본 연구는 초고층 건설공사 시공 리스크의 중요도를 산정하였다. 그 결과, 높은 수준의 위험 요인은 다음과 같이 나타났다. 이것은 '재료 리프팅 운영 계획', '아웃리거 벨트 트러스 건설', '고층 건물의 기초 작업 계획'과 '고층 건물의 구조 개념을 고려'이다.

ASCUS 환자에서 고위험 사람유두종바이러스 검사와 자궁경검사의 유용성 (The Usefulness of Concomitant High-Risk Human Papillomavirus Test and Colposcopy in Combination with the Papanicolaou Test in ASCUS Patients)

  • 김민경;손진희;김철환;최종상
    • 대한세포병리학회지
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    • 제16권1호
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    • pp.18-24
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    • 2005
  • The objective of this study was to ascertain whether or not the high-risk human papillomavirus (HPV) test, when coupled with Papanicolaou (Pap) smears, would prove useful in the screening and management of patients in whom abnormal Pap smear results had been obtained. Concomitant high-risk HPV detection using the hybrid capture II test and colposcopy with a Pap smear were performed with 176 patients, all of whom had been screened for both cervical carcinoma and precancerous lesions. We concomitantly performed colposcopies on these patients. Upon the follow-ups, the histologic diagnoses of these patients were confirmed via either biopsy or hysterectomy. The rate of high-risk HPV detection was correlated with cytologic diagnoses and colposcopic findings. The group composed of the high-risk HPV-positive ASCUS patients exhibited a 55.7% rate of cervical intraepithelial neoplasia (CIN), a significantly higher rate than the 7.5% result obtained in the high-risk HPV-negative ASCUS group. HPV test showed high sensitivity (87%) and low specificity (62.6%) in detection of CIN and colposcopy also showed high sensitivity (88%) and low specificity (22%). Any combination of these tests improve sensitivity, but not specificity. High-risk HPV tests, when coupled with Pap smears, constituted a useful triage approach with regard to colposcopy-directed biopsies in patients in whom a cytologic diagnosis of ASCUS had been rendered.

한국 장례종사자의 개인보호물품 착용에 따른 A형 간염, B형 간염 위험도 및 로지스틱 분석 (A Study on Hepatitis Infection Risk of Funeral director related to wearing PPE(Personal Protect Equipment))

  • 황규성;김정래
    • 문화기술의 융합
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    • 제3권2호
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    • pp.15-20
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    • 2017
  • 본 연구는 국내 수도권, 충청권, 경상권의 3개 지역의 장례종사자를 대상으로 간염A형 바이러스, 간염B형 바이러스에 대해 백신 접종 군을 저위험성군으로, 접종하지 않은 군을 고위험성으로 분류하여, 개인보호물품의 착용정도에 대해 조사하고, 고위험성군 내의 감염보호물품 착용 유무에 따른 감염잠재위험도를 분석한 연구이다. 연구결과 A형간염 고위험군의 마스크 미착용률이 저위험군보다 3배 이상 높았으며, B형 간염 고위험군의 글러브 미착용률이 저위험군에 비해 2배 이상 높았다. 고위험군을 대상으로 한 개인보호물품 착용에 대한 연구에서 A형 간염에서 글러브와 마스크 미착용 장례종사자의 감염잠재위험도가 각각 4.23배, 3.5배로 매우 높음을 관찰할 수 있었다. 장례종사자의 잠재적 감염위험성이 증가되는 것은 결과적으로 유가족 등 국민의 감염위험성이 증대될 수 있으며, 국가적 공중보건에 위해요인이 될 것으로 결론내릴 수 있었다. 장례종사자는 반드시 간염에 대한 백신접종과 개인보호장비를 의무화하고, 영업자에는 주기적으로 장례종사자 질병감염 상항을 모니터링하고, 장례종사자가 입었던 가운, 마스크 등의 위생처리 등 보건위생관련에 대한 정책적 노력이 필요하다고 판단된다.

한국 물리치료 학술지에 무작위대조연구의 비뚤림 위험 평가: 2018~2022년 검토 (TheAssessment of risk of bias in randomized controlled trials published in the Korean Journal of Physical Therapy: A 2018~2022 review)

  • 임재현;박치복;김병근
    • 대한물리치료과학회지
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    • 제30권4호
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    • pp.82-91
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    • 2023
  • Background: Randomized controlled trials (RCTs) provide evidence on the effectiveness and safety of interventions and inform systematic reviews and guideline preparation for clinical application. However, methodological flaws can occur in many RCTs, and Cochrane's risk of bias version 2 (RoB2) can be used to evaluate RCTs' risk of bias (RoB). However, physical therapy RCTs in Korea did not confirm RoB. Therefore, the purpose of this study was to evaluate RoB using RoB2 in RCTs published in the Korean Physical Therapy Journal. Design: Review. Methods: The RCTs subject to evaluation were RCTs published in 11 physical therapy journals in Korea from 2018 to 2022. RoB2 evaluated a total of five domains: bias arising from the randomization process, bias due to deviations from intended interventions, bias due to missing outcome data, bias in measurement of the outcome, and bias in selection of the reported result. Results: A total of 616 RCTs were evaluated. As for bias arising from the randomization process, high risk was the highest at 555 (90.1%), followed by low risk at 41 (6.7%) and some concerns at 20 (3.2%). For bias due to deviations from intended interventions, the proportion of some concerns was the highest at 390 (63.3%), followed by high risk at 218 (35.4%) and low risk at 8 (1.3%). As for the bias due to missing outcome data, the rate of low risk was the highest at 399 (64.8%), followed by high risk at 159 (25.8%) and some concerns at 58 (9.4%). As for bias in measurement of the outcome, high risk was the highest at 294 (47.7%), followed by low risk at 224 (36.4%) and some concerns at 98 (15.9%). In the bias due to missing outcome data, the ratio of high risk was the highest at 610 (99%), followed by low risk at 4 (0.7%) and some concerns at 2 (0.3%). Conclusion: Most of the RoB evaluation results of RCTs published in the Korean Physical Therapy Journal were rated as high risk. Methodological quality of RCTs needs to be improved.