• 제목/요약/키워드: Clinical data analysis

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Currents in Integrative Biochip Informatics

  • Kim, Ju-Han
    • 한국생물정보학회:학술대회논문집
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    • 한국생물정보시스템생물학회 2001년도 제2회 생물정보 워크샵 (DNA Chip Bioinformatics)
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    • pp.1-9
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    • 2001
  • scale genomic and postgenomic data means that many of the challenges in biomedical research are now challenges in computational sciences and information technology. The informatics revolutions both in clinical informatics and bioinformatics will change the current paradigm of biomedical sciences and practice of clinical medicine, including diagnostics, therapeutics, and prognostics. Postgenome informatics, powered by high throughput technologies and genomic-scale databases, is likely to transform our biomedical understanding forever much the same way that biochemistry did a generation ago. In this talk, 1 will describe how these technologies will in pact biomedical research and clinical care, emphasizing recent advances in biochip-based functional genomics. Basic data preprocessing with normalization and filtering, primary pattern analysis, and machine teaming algorithms will be presented. Issues of integrated biochip informatics technologies including multivariate data projection, gene-metabolic pathway mapping, automated biomolecular annotation, text mining of factual and literature databases, and integrated management of biomolecular databases will be discussed. Each step will be given with real examples from ongoing research activities in the context of clinical relevance. Issues of linking molecular genotype and clinical phenotype information will be discussed.

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간호대학생의 자아탄력성, 문제해결과정 및 임상수행능력 (Ego Resilience, Problem Solving Process and Clinical Practice Competency in Nursing Students)

  • 박영숙;권윤희
    • 한국간호교육학회지
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    • 제19권3호
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    • pp.341-350
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    • 2013
  • Purpose: This study was done to identify the relationship among ego resilience, the problem solving process and clinical competency in nursing students. Methods: Data were collected by questionnaires from 265 nursing students in D city. Measures were ego resilience, problem solving process and clinical competency. Data was analyzed using frequency analysis, t-test, one-way ANOVA, person's correlation coefficients, and multiple regression analysis with SPSS/WIN 19.0 version. Result: The Ego resilience score of subjects was 2.80 out of a perfect score of 4, the problem solving process score of subjects was 3.12, and the clinical competency score of subjects was 3.49 out of a perfect score of 5. There was a significant positive correlation among ego resilience, problem solving process and clinical competency. The significant predictors of problem solving process and clinical competency were ego resilience. Conclusion: These findings indicate that there is a need to increase ego resilience to improve the problem solving process and clinical competency of nursing students. The results should be reflected in the development of effective curricula.

신규간호사의 DISC 행동유형이 직무만족과 업무수행능력에 미치는 영향 (Impact of DISC Behavioral Styles on Job Satisfaction and Clinical Competencies among Newly Hired Nurses)

  • 문미영;황선영
    • 간호행정학회지
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    • 제21권1호
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    • pp.43-52
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    • 2015
  • Purpose: In this study, behavioral styles of Dominance, Influence, Steadiness, and Conscientiousness (DISC) were examined and differences in job satisfaction and clinical competence among newly hired nurses were explored. Methods: For this explanatory correlational research, 176 newly hired clinical nurses were recruited from three university hospitals and one general hospital located in Seoul and Gyeonggi province. Data were collected in August, 2013 though self-report questionnaires. Results: The distribution of behavioral styles was 11.4%, 42%, 29% and 17.6% for Dominance, Influence, Steadiness, and Conscientiousness respectively. DISC behavioral styles were associated with sub-areas of job satisfaction such as professional position and doctor-nurse relationship. DISC behavioral styles were significantly associated with the total score for clinical competence and sub-areas of data collection, basic nursing skills, critical thinking, education and leadership, and attitudes toward professional development and practical skills. Multiple linear regression analysis showed that DISC behavioral styles predicted clinical competence (Adj. $R^2$=.14, F=9.42, p<.001). Conclusion: A focus on cultivating influential and steady behavioral styles among newly hired nurses can be helpful in improving job satisfaction and clinical competence. There is a need to improve interpersonal relationships through a deeper understanding of each person's behavioral style based on the analysis of DISC behavioral styles.

건강보험 청구자료를 이용한 알츠하이머 치매 치료제와 콜린알포세레이트의 처방 양상 분석 (An Analysis on Prescribing Patterns of Alzheimer's Dementia Treatment and Choline Alfoscerate using HIRA Claims Data)

  • 황상구;박혜경
    • 한국임상약학회지
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    • 제29권1호
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    • pp.1-8
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    • 2019
  • Background: Alzheimer's dementia is the most common dementia. However, recently, choline alfoscerate is prescribed for treating Alzheimer's dementia, although it is not a treatment for this disease. Purpose: To analyze the prescription patterns of choline alfoscerate as a dementia treatment for patients with Alzheimer's disease and to analyze, as well as the factors affecting choline alfoscerate prescription. Method: The 2016 HIRA-NPS data was used in this study. The code of Alzheimer's dementia is F00 in the ICD-10 disease classification code. We analyzed the demographic, clinical, and regional characteristics associated with donepezil, rivastigmine, galantamine, memantine, and choline alfoscerate prescriptions. All statistical and data analyse were conducted by SAS 9.4 and Excel. Results: For patients with Alzheimer's disease, choline alfoscerate was the second most prescribed after donepezil. Analysis results showed that choline alfoscerate was more likely to be prescribed to men than to women, and more likely to be prescribed by local health centers than by medical institutions. Moreover, choline alfoscerate was highly likely to be prescribed at neurosurgical departments, among medical departments. Conclusions: This study confirmed that choline alfoscerate was prescribed considerably for patients with Alzheimer's dementia. Further studies valuating its clinical validity should be performed to clarify whether choline alfoscerate prescription is appropriate for treating Alzheimer's dementia.

임상간호사의 돌봄대상자로부터 언어폭력 경험 (Clinical Nurses's Experience of Verbal Violence by Care Recipients)

  • 신경희;손수경
    • 동서간호학연구지
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    • 제30권1호
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    • pp.10-21
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    • 2024
  • Purpose: The purpose of this study are to understand the meaning and essential structure of clinical nurses' experiences of verbal violence and find nursing intervention for them by applying phenomenological research method. Methods: The participants in this study were seven clinical nurses with experience of verbal violence. Data collection were conducted from August 2016 through January 2017 until data saturation. Data analysis was performed through a cyclical process of data collection and analysis by applying Giorgi's phenomenological method. Results: Four categories were identified: A weapon of the mind: the shock of verbal abuse; negative emotions that shake my heart; skepticism about the value and meaning of a job; an unforgettable wound. Conclusions: The results of this study provide a deeper understanding of the pain caused by verbal violence experienced by nurses from their care recipients. These results suggest that nursing interventions for nurses with experience of verbal violence will contribute to resolving the problem.

The Effect of Clinical Dental Hygienist's Moral Sensitivity and Psychological Well-Being on Job Engagement

  • Han, Ye-Seul;Kim, Young-Im
    • 치위생과학회지
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    • 제20권1호
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    • pp.51-58
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    • 2020
  • Background: The present study aimed to provide basic data to establish a foundation for efficient operation of the organization by identifying the effects of factors related to moral sensitivity and psychological well-being on job engagement of clinical dental hygienists. Methods: This cross-sectional survey consisted of self-administration questionnaires. After the approval by the Institutional Review Board, a survey was conducted from September 2019 to November 2019, targeting dental hygienists with clinical experience of 1 year or more. A total of 189 questionnaires were analyzed using SPSS 18.0 for Windows. The data were analyzed using average standard deviation, t-test, one-way analysis of variance, Scheffe test, Pearson's correlation analysis, and multiple regression analysis. Results: According to job-related characteristics, higher job engagement was associated with more amount of clinical experience, less turnover intention, higher positions, and occasional job fatigue. Job engagement was improved by increasing moral sensitivity and psychological well-being of clinical dental hygienists. The factors affecting job engagement revealed that along with clinical career, the sub-areas of job engagement, namely turnover intention, moral sensitivity, and psychological well-being had statistically significant influence on job engagement and the explanatory power of the model was approximately 44.8%. Conclusion: Joy of working as a clinical dental hygienist, clinical career, turnover intention, moral sensitivity, and psychological well-being were confirmed as influencing factors that affected job engagement of clinical dental hygienists. It is necessary to establish an effective plan to improve job engagement by increasing moral sensitivity and psychological well-being of clinical dental hygienists.

진료정보 분석 활용을 위한 Clinical DW에 관한 연구 (A study of Clinical DW for utilizing analysis of medical treatment information)

  • 송민구;김선배
    • 디지털융복합연구
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    • 제11권8호
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    • pp.293-302
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    • 2013
  • 지금까지의 병원의 DW(Data Warehouse)는 주로 원무중심의 데이터를 분석하는 용도로 사용되어 왔다. 하지만, 전자의무기록(Electronic Medical Record) 시스템이 구축되면서 원무중심의 기존의 DW와 달리 진료 기록과 영상 촬영 기록의 판독내용 등의 비정형 데이터도 환자의 진료 및 치료의 중요한 정보를 얻는데 매우 유익하게 활용될 수 있다. 따라서 본 논문에서는 지금까지 병원에서 활용되는 원무 중심의 DW(Medical DW)가 아닌 진료 중심의 DW(Clinical DW)의 구축의 필요성을 제기하였다. 또한 CDW가 실제로 어떤 부분에 어떻게 활용되는 지를 기술하였다. 마지막으로 병원의 실제 진료 데이터를 시소러스(Thesaurus)검색 방법을 사용하여 과거 이력에 따른 연관 상병 간의 상관관계를 도출하여 환자 조기치료의 기반을 마련하고자 한다.

생명정보학과 유전체의학 (Bioinformatics and Genomic Medicine)

  • 김주한
    • Journal of Preventive Medicine and Public Health
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    • 제35권2호
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    • pp.83-91
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    • 2002
  • Bioinformatics is a rapidly emerging field of biomedical research. A flood of large-scale genomic and postgenomic data means that many of the challenges in biomedical research are now challenges in computational sciences. Clinical informatics has long developed methodologies to improve biomedical research and clinical care by integrating experimental and clinical information systems. The informatics revolutions both in bioinformatics and clinical informatics will eventually change the current practice of medicine, including diagnostics, therapeutics, and prognostics. Postgenome informatics, powered by high throughput technologies and genomic-scale databases, is likely to transform our biomedical understanding forever much the same way that biochemistry did a generation ago. The paper describes how these technologies will impact biomedical research and clinical care, emphasizing recent advances in biochip-based functional genomics and proteomics. Basic data preprocessing with normalization, primary pattern analysis, and machine learning algorithms will be presented. Use of integrated biochip informatics technologies, text mining of factual and literature databases, and integrated management of biomolecular databases will be discussed. Each step will be given with real examples in the context of clinical relevance. Issues of linking molecular genotype and clinical phenotype information will be discussed.

일부 치위생과 재학생의 전공만족도와 임상실습만족도의 관련성 (Relationship of satisfaction with major and clinical practice among some dental hygiene students)

  • 정미경;이지영
    • 한국치위생학회지
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    • 제12권6호
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    • pp.1241-1249
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    • 2012
  • Objectives : The purpose of this study was to examine the satisfaction level of dental hygiene students with their major and clinical practice in an effort to have a good understanding of dental hygiene students. The subjects in this study were 226 juniors who were selected from among dental hygiene students at four different colleges located in Busan and South Gyeongnam Province. Methods : The collected data were analyzed by the SPSS WIN 15.0. Statistical data on frequency and percentage were obtained to figure out the general characteristics of the students. To grasp their satisfaction level with clinical practice and major, another statistical data on mean and standard deviation were obtained, and t-test and one-way ANOVA were carried out and correlation analysis and multiple regression analysis. Results : As for the relationship between general characteristics and satisfaction with clinical practice, their collective average was 3.29. The dental hygiene students who were more satisfied with their major expressed higher satisfaction with the practicums, the content of practice and clinical practice. In relation to the impact of the satisfaction of the dental hygiene students with major on their satisfaction with clinical practice, the students who were more satisfied with social awareness and with the courses expressed better satisfaction with clinical practice. Conclusions : Given the findings of the study, the departments of dental hygiene that nurture professionals should carefully consider how to raise the satisfaction of students with the courses that affect the improvement of satisfaction with major and clinical practice.

Survival Analysis and Prognostic Factors for Colorectal Cancer Patients in Malaysia

  • Hassan, Muhammad Radzi Abu;Suan, Mohd Azri Mohd;Soelar, Shahrul Aiman;Mohammed, Noor Syahireen;Ismail, Ibtisam;Ahmad, Faizah
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권7호
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    • pp.3575-3581
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    • 2016
  • Background: Cancer survival analysis is an essential indicator for effective early detection and improvements in cancer treatment. This study was undertaken to document colorectal cancer survival and associated prognostic factors in Malaysians. Materials and Methods: All data were retrieved from the National Cancer Patient Registry-Colorectal Cancer. Only cases with confirmed diagnosis through histology between the year 2008 and 2009 were included. Retrieved data include socio-demographic information, pathological features and treatment received. Survival curves were plotted using the Kaplan-Meier method. Univariate analysis of all variables was then made using the Log-rank test. All significant factors that influenced survival of patients were further analysed in a multivariate analysis using Cox' regression. Results: Total of 1,214 patients were included in the study. The overall 3- and 5-year survival rates were 59.1% and 48.7%, respectively. Patients with localized tumours had better prognosis compared to those with advanced stage cancer. In univariate analysis, staging at diagnosis (p<0.001), primary tumour size (p<0.001), involvement of lymph nodes (p<0.001) and treatment modalities (p=0.001) were found to be predictors of survival. None of the socio-demographic characteristics were found to exert any influence. In Cox regression analysis, staging at diagnosis (p<0.001), primary tumour size (p<0.001), involvement of lymph nodes (p<0.001) and treatment modalities (p<0.001) were determined as independent prognostic factors of survival after adjusted for age, gender and ethnicity. Conclusions: The overall survival rate for colorectal cancer patients in Malaysia is similar to those in other Asian countries, with staging at diagnosis, primary tumor size, involvement of lymph node and treatment modalities having significant effects. More efforts are needed to improve national survival rates in future.