• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2014년도 추계학술발표대회
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• pp.137-139
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• 2014

Objective: Data exchange, interoperability, and access as a service in healthcare information management systems (HIMS) is the basic need to provision health-services. Data existing in various HIMS not only differ in the basic underlying structure but also in data processing systems. Data interoperability can only be achieved when following a common structure or standard which is shareable such as semantics based structures. We propose web-enabler: A Hadoop MapReduce based distributed approach to transform the existing huge variety data in variety formats to a conformed and flexible ontological format that enables easy access to data, sharing, and providing various healthcare services. Results: For proof of concept, we present a case study of general patient record in conventional system to be enabled for analysis on the web by transforming to semantics based structure. Conclusion: This work achieves transformation of stale as well as future data to be web-enabled and easily available for analytics in healthcare systems.

• 한국IT서비스학회지
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• 제22권1호
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• pp.1-14
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• 2023

This paper aims to share the course, performance and implications of Project-Based Learning (PBL) education in healthcare data science (HDS). The HDS team of the business group of Soonchunhyang University, which was selected for the health care field of 'University Innovation Project', considered that the health care IT-based education of the current university differs greatly from the rapidly changing health care 3.0 environment of the fourth industry, and emphasized the PBL practice-oriented specialization program as a learning model. The PBL focused on self-directed learning experiences, real analysis problems, and team-oriented classes. In other words, it was implemented with three specialized strategies: 'Field Inside Education', 'Fusion-type Track Education', and 'Training to strengthen resilience and change response'. This collaborative, practical learning experience, etc. resulted in significant results. The results were recognized as being rated A by the Korea Research Foundation and the comprehensive evaluation, and the results were significantly elevated through the analysis of the student survey and the results index.

• 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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• 제17권2호
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• pp.27-34
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• 2011

It is very important to justify the reasonable role of healthcare facilities in the law in order to provide considerable medical services to the patient. Defining the right role of healthcare facilities makes it possible to build adequate Health Care Delivery System which might be helpful for the patient. However, the information of healthcare facilities in Korean law is so unclear that people are able to hardly understand what sort of proper medical service is for them. Furthermore, there is not enough regulation to differentiate each type of hospitals in the law. The result of this study is summarized into three points. Firstly, the current medical law does not reflect differences of function which each medical facility has. Secondly, the method of classification of healthcare facilities in the law disagrees with the Health Care Delivery System. Finally, there is no information on the type of sickbed in the law. Therefore, this study intend to analyze cause of problems which the law contains in order to be used for the fundamental resource for the healthcare facility planning.

• 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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• 제12권2호
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• pp.31-39
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• 2006

Much has changed in the healthcare field since the beginning of the industrial age. In the healthcare field changes are occurring so rapidly and dramatically that yesterday's paradigm will not be tomorrow's paradigm, creating the need above all else to stay fluid and flexible as strategies(included healthcare architecture planning) for the future are developed. The purpose of this study is to analyze the latest architectural trends of general hospital outpatient department based on the healthcare environment changes in Korea. The major healthcare environment change is to change the object of hospital's healthcare services from inpatient to outpatient. In conclusion, the first, medical faculties of outpatient department are subdivided specialized small faculty. The second, clinic systems for medical examination and treatment of specific disease are activated in the most outpatient department. The third, specialized medical centers for chronical disease(Cancer, Cardiac etc.) control are arranged in existed outpatient department or freestanding facility. Specialized medical center for preventive medicine is regionally decentralized for corresponding with the healthcare paradigm shifts.

• International Journal of Computer Science & Network Security
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• 제22권7호
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• pp.320-326
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• 2022

The main purpose of the article is to determine the role of the digitalization phenomenon (its positive and negative sides) as a means of anti-corruption policy in the healthcare sector of Ukraine and provide practical recommendations for transforming the domestic healthcare sector based on digitalization through the implementation of organizational and legal measures. The definitions of such concepts as: corruption in the healthcare sector; digitalization; digitalization of the healthcare sector; e-medicine. A typology of reasons for promoting the development of corruption in the healthcare sector of modern Ukraine is given. As a result of the study, a number of scientific tasks were implemented. The negative side of the introduction of digitalization in the healthcare sector has been identified and illustrated. The types of e-services in the healthcare sector are systematized, each of them is characterized and the fundamental directions of their development are indicated. The existing problems of technostress are characterized (techno-overload; techno-invasion; techno-complexity; techno-insecurity; techno-uncertainty). In the context of considering digitalization as a means of anti-corruption policy in the healthcare sector, practical organizational and legal measures are proposed for implementation.

• 한국IT서비스학회지
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• 제19권4호
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• pp.49-61
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• 2020

Prior studies on technology predictions attempted to predict the emergence and spread of emerging technologies through the analysis of correlations and changes between data using objective data such as patents and research papers. Most of the previous studies predicted future technologies only from the viewpoint of technology development. Therefore, this study intends to conduct technical forecasting from the perspective of the consumer by using keyword search frequency of search portals such as NAVER before and after the introduction of emerging technologies. In this study, we analyzed healthcare technologies into three types : measurement technology, platform technology, and remote service technology. And for the keyword analysis on the healthcare, we converted the classification of technology perspective into the keyword classification of consumer perspective. (Blood pressure and blood sugar, healthcare diagnosis, appointment and prescription, and remote diagnosis and prescription) Naver Trend is used to analyze keyword trends from a consumer perspective. We also used the ARIMA model as a technology prediction model. Analyzing the search frequency (Naver trend) over 44 months, the final ARIMA models that can predict three types of healthcare technology keyword trends were estimated as "ARIMA (1,2,1) (1,0,0)", "ARIMA (0,1,0) (1,0,0)", "ARIMA (1,1,0) (0,0,0)". In addition, it was confirmed that the values predicted by the time series prediction model and the actual values for 44 months were moving in almost similar patterns in all intervals. Therefore, we can confirm that this time series prediction model for healthcare technology is very suitable.

• 융합보안논문지
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• 제14권7호
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• pp.75-84
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• 2014

예방 의료에서 유비쿼터스 헬스케어는 노인 환자들의 수명연장에 대한 연구로 발전되고 있다. 이와 같은 연구들은 수명 연장 및 불의의 사고를 예방하기 위하여 모바일과 무선센서 기술을 사용하여 삶의 질을 향상 시켜 수명을 연장시키고 있다. 그러나 인터넷을 통해 유비쿼터스 헬스케어 응용프로그램이 모바일화 및 보급이 용이해짐에 따라 u-헬스정보 보호와 보안에 대한 위협이 증가하고 관심을 받고 있다. 따라서 본 논문에서는 보안 헬스 정보 교환 기술을 적용한 온톨로지를 이용하는 유헬스 케어 어플리케이션의 지식기반 상황인식 서비스 프레임워크를 제안한다. 본 연구에서는 유비쿼터스 컴퓨팅 환경에서 상황 영역의 보안 헬스 정보 교환 기술을 적용한 온톨로지를 위한 보편적인 어플리케이션 영역에서 상황 추론, 상황 모델링, 지식 기반 지원을 적용하는 것이다. 본 논문에서는 예방 서비스 질 변화를 위한 모바일 웹서비스, 상황 기술, 지식베이스에 대하여 논의한다.

• 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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• 제23권3호
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• pp.47-56
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• 2017

Purpose : This study is a basic research to establish guidelines for healthcare facility in Korean healthcare market. As a first step, it is a main purpose for making beginning point of ICU guideline to set a basic level of ICU facility size and quality by analysis current ICU facilities and existed domestic guidelines : law, criteria of healthcare insurance review and assessment service, credit of Korea institute for healthcare accreditation. Methods : First of all, the all requirements of existed guidelines are put together and summarized. The summary is compared with that of US, UK, and Australia to know its quality difference with international market. In addition, all hospitals in Korean market are classified based on total bed number and ICU bed number to know the most occupied facility size range in the market. Second of all, by comparing 15 ICUs' current setting of the public general hospital, a general condition of ICU facility would be extracted based on function, floor area per bed, services Results : 72.8% of hospitals in Korea are belonging below 500 beds hospital. Among them 200-299 beds hospitals occupied 35.3% and are shown as the most occupied hospital size. As 15 public general hospitals are analyzed, it is clear that the more bed size and services the more ICU area per bed. As a result it is sure that the 300~500 bed may be a clear line as a general ICU condition whose function and bed number relatively consistent in the range. Implications : to keep the qualified medical environment and contemporary hospital trend, the guideline as a minimum requirement keep naturally out from current healthcare settings and should reflect their limit to reconcile with the new trend in the market.

• 한국산학기술학회논문지
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• 제10권8호
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• pp.2141-2149
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• 2009

본 연구는 2007년 대한간호협회 간호정책연구소에서 발간한 간호통계연보를 토대로 하여, 우리나라 보건의료 전문 인력의 수급실태와 그에 따른 문제점을 분석해보고 이를 해결하기 위한 방안의 하나로 외국인 전문 인력의 이민정책의 방향을 제시해보고자 하였다. 연구결과 연도별 보건의료인력 면허등록 현황 중, 간호사 등록현황을 보면 2004년을 제외하고 매년 1,000명 이상씩 더 등록된 것으로 나타났으며, 의사는 2002년에 4,000명 대로 등록된 반면 2004년도는 750명으로 그 편차가 매우 크게 나타났다. 보건의료는 국민의 건강 및 생명 유지를 통하여 노동력을 담보할 수 있는 기간재이기 때문에 국가는 기본적으로 모든 국민들이 보건의료 서비스를 공급받는데 지장이 없도록 해야 한다는 당위성을 갖는다. 때문에 의료서비스에 대한 접근성이 현저하게 떨어지는 낙후 지역을 중심으로 선진국의 사례를 모범으로 삼아 외국인 보건의료 전문 인력을 유치하여 활용하는 것은 낙후지역 주민들의 삶의 질의 향상시키고 지역적 통합에도 기여할 수 있을 것으로 사료된다.

• 대한방사선기술학회지:방사선기술과학
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• 제44권2호
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• pp.133-140
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• 2021

This study aims to analyze the quality and satisfaction of healthcare perceived by patients using hospitals and to provide basic data necessary for expanding and settling Vietnamese healthcare services by analyzing the impact on recommendation intentions. The research method selected one hospital in Vietnam and collected data from patients using the hospital and used a total of 286 effective samples as data for hypothesis verification. The research model and hypothesis verification were analyzed with the statistical data from SPSS and AMOS. The findings show that, first, tangibility, accessibility, and reliability all have a positive effect on the quality of healthcare. Second, it has been shown that only accessibility among the quality of healthcare has a positive effect on recommendation intentions. Third, customer satisfaction has been shown to have a positive effect on recommendation intentions. Fourth, when looking at the mediating effect, reliability among the quality of healthcare was shown as a full-mediated effect, but accessibility was shown to have a partial mediating effect and tangibility to have no mediating effect. Contact management is important because customer satisfaction is highly regarded when customers feel positive emotions at the interface from the provision of convenience facilities that support medical services to the reduction of waiting time for patients, employees kindness, treatment, medication, and inspection. It is also confirmed that the demand for convenient and rapid use of hospitals is increasing in Vietnam. In addition, if customer satisfaction is increased through friendly medical staff's response, the intention of recommendation will be even greater.