• Proceedings of the Korean Information Science Society Conference
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• 2007.10b
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• pp.408-413
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• 2007

최근 인구와 기계문명의 발달로 예전에 비해 좀더 복잡한 응급 사고가 발생하고 있다. 현재 응급 구조 시스템은 타인에 의한 신고나 정적인 웹페이지로 수집된 정보를 통해 당시 상황에 맞춰 응급 체계를 수립하고 있다. 이는 비전문 의료인인 구급대원의 현장 판단과 의료기관으로의 부적절한 판단으로 인해 응급 환자의 적절한 치료의 가능성을 낮추는 요인이 될 수 있다. 따라서 선행연구로써 기존의 응급 의료 시스템에 멀티 에이전트 개념을 도입하여 멀티 에이전트 기반의 응급 의료 시스템(MAEMS)을 모델링하였다. 멀티 에이전트 시스템은 독립적인 성격과 자율적인 성격으로 않은 부분에 응용되어 설계되고 있다. 특히 에이전트의 독립적인 성격은 이질적인 환경에서 동일한 목적의 행위를 수행할 수 있으며, 동적으로 많은 변화가 있는 상황에서 자율적으로 판단하여 행동할 수 있다. 본 논문에서는 MAEMS에 구성되어 있는 각 에이전트를 구현하며, ARENA를 통해 시뮬레이션함으로써 실제 통계자료와 비교하여 멀티 에이전트를 도입한 응급 의료 시스템의 효율성에 대해 연구한다.

• Proceedings of the Korea Information Processing Society Conference
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• 2024.05a
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• pp.565-566
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• 2024

본 연구는 서울시의 우울증 진단 경험률 통계 데이터를 분석하여 지역별 우울증 발생 패턴과 인구 통계적 특성을 파악하고자 하였습니다. 결측치 처리와 이상치 조정을 통한 데이터 전처리 후, 연령대와 성별, 교육 수준 등 다양한 변수에 따른 우울증 진단률의 분포를 탐색적 데이터 분석을 통해 시각화하였습니다. 특히 여성과 고령 인구에서 높은 우울증 경험률을 관찰하였으며, 이를 통해 맞춤형 정신건강 개선 방안을 제시하고자 하였습니다. 본 연구는 정책 입안자와 보건 전문가들에게 유용한 인사이트를 제공하고, 효과적인 우울증 관리 및 예방 전략 개발에 조금이라도 기여할 것으로 기대됩니다.

• Journal of dental hygiene science
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• v.9 no.4
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• pp.443-451
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• 2009

The purpose of this study was to examine the views of dental hygiene students about the possible countermeasure of domestic hospitals for the opening of the medical market. The subjects in this study were 269 dental hygiene sophomores, juniors and seniors at two different colleges in the region of Busan. The findings of the study were as follows: The opening of the medical market and views of possible countermove, whether they agreed to that or not made a statistically significant difference to their opinions on the necessity of customer-oriented marketing strategy(p=0.023), analysis of foreign medical markets/attempt to make inroads into the markets(p<0.000) and the improvement of the quality of medical services/the diversification of the services(p=0.025). As to an intention of going to a foreign hospital, they had a statistically significantly different intention about whether to go to a foreign hospital regardless of medical bills(p<0.000), whether to consult a doctor in a foreign hospital after going to a domestic hospital first (p<0.000), whether to consider the distance between their houses and a foreign hospital(p=0.05) and whether to take considerations on the assistance of an interpreter(p=0.023). In regard to preference for foreign hospitals, American hospitals ranked first(41.9), followed by Australian hospitals(19.9) and Canadian ones(14.2).

• Journal of Korea Entertainment Industry Association
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• v.13 no.4
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• pp.349-361
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• 2019

Objectives: The purpose of this study was to investigate nursing students' knowledge, awareness and performance and to identify the influencing factors on performance of standard precaution for Healthcare-associated Infection. Methods: Subjects were 334 nursing students who were 3rd and 4th years in the nursing university in Gwangju. Data were collected using questionnaires from April 24 to May 25, 2018. The collected data was analyzed by descriptive statistics, pearson's correlation coefficient and stepwise multiple regression using IBM SPSS 21.0 program. Results: Mean scores of knowledge, awareness and performance about standard precaution for Healthcare-associated Infection were 19.95±2.43, 4.71±0.37, 4.55±0.49, respectively. Statistically significant differences were shown in the performance of standard precaution related to grade(t=-3.627, p=.000) and experience of infection prevention education(t=3.239, p=.001). Significant relationships were found among knowledge(r=.201, p=.000), awareness(r=.522, p=.000) and performance of standard precaution in nursing students. The results of stepwise multiple regression indicates that awareness(β=.507, p=.000) and grade(β=.169, p=.000) and experience of infection prevention education(β=.094, p=.043) predicts 30.8% in performance of standard precaution(F=50.520, p=.000). Conclusions: to enhance performance of standard precaution for nursing students, it is necessary to develop and utilize a program that experience of infection prevention education according to the appropriate grade group and enhances awareness.

• Journal of dental hygiene science
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• v.10 no.1
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• pp.45-54
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• 2010

The purpose of this study was to offer the importance on factors of selecting dental institution according to general characteristics targeting general dental patients, and the information of having important influence upon choosing dental clinic and dental hospital. The survey was carried out from August 2009 to September. As a result of analyzing SAS(ver 9.1), the following conclusions were obtained. In the importance on factors of selecting dental institution according to general characteristics, it was thought to be important in convenience of movement or mobility such as distance, transportation, and parking convenience according to age level. According to final academic background, the importance in a factor of rumor in dental clinic was high(p < 0.05). According to job, the significant difference was shown in rumor of dentistry and parking convenience(p < 0.05). According to income, the factor in the appearance of training a medical specialist was indicated to be statistically higher in the group with over 5 million won than the group with under 2 million won(p < 0.05). Given seeing the distribution of opinion about dental hospitals (comparison with dental clinics), the excellence in the medical staff's ability was indicated to be the highest in all of the factor of influencing the use satisfaction(${\beta}=0.18$), the factor of influencing the recommendation level(${\beta}=0.21$), and the factor of influencing the re-use intention(OR=2.09).

• Journal of Convergence for Information Technology
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• v.9 no.10
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• pp.244-253
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• 2019

This study was a descriptive study to investigate the effects of healthcare workers' consciousness of biomedical ethics, recognition of good death, and self-esteem on attitude toward advance directive. Participants in this study were 292 healthcare workers in the three general hospitals located Y city. The data were collected from April 2 to April 23, 2019 and analyzed descriptive statistics, t-test, one-way ANOVA, Pearson correlation coefficient, and multiple regression using the SPSS Win. 22.0 program. The result of the multiple regression indicates the intention to awareness regarding advance directives, intention to execute advance directives, time to complete advance directives and recognition of good death predict 23.5% (F=12.39, P=.000) of attitudes toward advance directives. Therefore, it is necessary to develop a program to establish attitudes toward advance directives by providing education on recognition of good death of healthcare workers.

• Proceedings of the Korean Information Science Society Conference
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• 2003.10b
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• pp.691-693
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• 2003

임상 및 실험 결과를 대외적으로 공인 받기 위해서는 통계적 검정 절차를 거치는 것이 일반적이다. 하지만 통계적 전문 지식이 부족한 사용자가 통계 소프트웨어를 배우는 데는 시간이 많이 걸리며, 결과 해석에도 어려움이 많은 실정이다. 데이터의 특성과 성질에 맞추어 통계법이 선택되어야 하는데, 통계지식이 부족한 초보자들은 가장 일반적인 분석법을 적용시키곤 한다. 이와 같은 방식의 통계분석은 잘못된 결과로 이어질 수 있기 때문에 올바른 분석법을 가이드 해주는 기능이 필요하다. 또한 통계분석법의 적합성을 평가하는데 있어 오차와 잔차의 등분산성 가정이 유용하게 쓰여질 수 있다. 본 연구에서는 사용자에게 올바른 분석법을 제시하는 비쥬얼 가이드 인터페이스와 잔차를 3D Glyph를 이용하여 보여주는 불확실성 시각화 방법을 사용하였다. 분석법 적용에서 나타나는 불확실한 데이터의 시각화는 의사결정에 도움을 줄 수 있다.

• The Korean Journal of Applied Statistics
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• v.24 no.2
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• pp.335-345
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• 2011

In this paper, we propose a new hybrid speed function for image segmentation using level set. A new proposed speed function uses the region and boundary information of image object for the exact result of segmentation. The region information is defined by the probability information of pixel intensity in a ROI(region-of-interest), and the boundary information is defined by the gradient vector flow obtained from the gradient of image. We show the results of experiment for an various artificial image and real medical image to verify the accuracy of segmentation using proposed method.

• Journal of Digital Convergence
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• v.16 no.10
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• pp.49-57
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• 2018

This study aims to identify the inequalities and characteristics of health care expenditure of the elderly and non-elderly households by income level. As a result, health care expenditure of elderly households was statistically significantly higher than that of non-elderly households. As a result of calculating the concentration index of health care expenditure by income level, inequality was higher in order of non-elderly households, elderly households, and total households. In order to confirm the effect of health expenditure on household income inequality, we calculated the concentration index of income excluding total health care expenditure from total income. As a result, inequality was higher in order of elderly households, whole households, and non-elderly households. There was not much difference in inequality of health care expenditure among elderly households and non-elderly households. And, the health care expenditure of elderly households was much higher than that of non-elderly households. Also, inequality of health care expenditure by income group was serious. There should be no cases where the medical care support policy for elderly households can not use necessary medical services.

• Health Policy and Management
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• v.34 no.1
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• pp.17-25
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• 2024

Background: This study aimed to assess the appropriate allocation of emergency medical beds across 17 provinces and presume the economic benefits associated with such allocation. Methods: To estimate the optimal allocation of emergency medical beds by province, data from the Statistics Korea's "cause of death statistics (2014-2021)," regional statistics on "area, population, gender, age," and "population projections" were utilized. The "number of emergency beds by city and district" provided by the Health Insurance Review and Assessment Service was also used. In estimating the economic benefits of preventing avoidable emergency deaths due to the expansion of emergency medical facilities, guidelines from the Korea Development Institute and the Korea Transport Institute were referenced to calculate the wage loss costs associated with emergency deaths and estimate the economic benefits. Results: The optimal ratio of emergency medical beds allocation by region was highest in Gyeonggi, Seoul, Gyeongnam, Gyeongbuk, and Busan, while Daejeon, Jeju, and Sejong showed lower ratios. Additionally, the prevention of avoidable deaths and economic benefits resulting from the increase in emergency medical facilities were highest in Gyeonggi, Seoul, Gyeongbuk, Gyeongnam, and Busan. However, when standardized by population, the prevention of avoidable deaths and economic benefits were analyzed to be highest in Gyeongbuk, Chungnam, Jeonnam, Gyeongnam, and Busan. Conclusion: The results of this study can serve as foundational data for future policy measures aimed at addressing the imbalance in the supply of emergency medical facilities across regions. Considering regional characteristics in the distribution of emergency medical facilities is expected to ultimately increase the efficiency of national finances and yield economic benefits.