• 한국융합학회논문지
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• 제8권12호
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• pp.77-84
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• 2017

초고령화 사회로의 진입으로 인해 웰니스에 대한 관심이 높아지면서, 인공지능 의사를 통한 개인 맞춤형 의료서비스가 확대되고 있는 추세이다. 개인 맞춤형 의료서비스를 위해서는 기존의 병원시스템 구성요소인 PM/PA, OCS, EMR, PACS, LIS 만으로는 정확한 의료분석 서비스를 제공하기 어려운 문제점이 발생된다. 따라서 개인 맞춤형 의료서비스에 적합한 병원시스템 모델 및 구축방안에 대한 제시가 필요한 실정이다. 현재 국내에서도 의료 클라우드 서비스, 왓슨을 도입한 인공지능 진료서비스 등이 일부 시행되고 있지만, 아직 체계적인 병원시스템 구축을 통한 사례는 많지 않다. 따라서 이 논문에서는 개인 맞춤형 의료서비스에 적합한 병원시스템 모델을 제안한다. 이를 위해 기존의 병원시스템 구성요소에 의료 빅데이터 구축 및 AI 의료 분석시스템을 하나로 통합한 모델을 설계하고 모듈별 구축방안을 제시한다. 제안 모델은 향후 새로운 병원시스템 도입 및 구축을 위한 포괄적인 가이드 라인을 제공하는 기반연구로서 의미를 가진다.

• 한국정보시스템학회지:정보시스템연구
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• 제29권2호
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• pp.243-263
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• 2020

Purpose The purpose of this study is to analyze the causal relationship between user satisfaction, expected satisfaction, quality of service, perceived value, and expertise that should be emphasized in personalized medical information services for the development of personalized medical information services based on big data analysis and the spread of their demand. Design/methodology/approach This study established research models and hypotheses on the basis of the theory of reuse intent, and applied the PLS methodology for analysis, the factors that make it applicable to personalized medical services in the theory of service quality and satisfaction. Findings According to the empirical analysis result, this study confirmed that it can be seen that the expertise, perceived value, and quality of medical services did not directly affect the user's intention to reuse, but formed a direct causal relationship through variables such as whether they met expectations.

• 한국인터넷방송통신학회논문지
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• 제13권6호
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• pp.37-45
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• 2013

본 논문에서는 최근 네트워크를 이용한 온라인 원격 진료 서비스가 논의되고 있는 시점에 맞춰 환자에게 적합한 의료기관을 매칭하는 개인 맞춤형 의료서비스 지원 시스템을 제안한다. 본 시스템을 설계하기 위해 개인 맞춤형 의료서비스 지원 시스템의 요구사항을 파악하여 데이터를 표준화하였고 서버와 클라이언트 구조로 아키텍처를 설계하였다. 또한 설계한 시스템을 구현하기 위해 서버와 클라이언트, 온톨로지 저장소의 구조를 정의하고 시스템을 구현하였다. 본 논문에서 설계 및 구현한 개인 맞춤형 의료서비스 지원 시스템을 테스트하기 위해 가정 사항과 시나리오를 작성하여 테스트를 수행한 결과 환자 증상을 선택하면 선택된 증상별로 진료과가 추론이 되고 환자가 원하는 의료기관의 항목에 따라 1차 추론되 진료과에 맞는 의료기관이 추론이 되는 것을 확인하였다.

• 동의생리병리학회지
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• 제29권1호
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• pp.90-100
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• 2015

There are a lot of effort to improve medical service quality and medical trust in Korean Medicine. However, in spite of importance of personalized medicine, there are still few research about it. Thus, the purpose of this study is to grope ways to improve medical service quality and medical trust by sympathy module group and personalized trust. People over 19 were participated in investigation. We divided respondents into 4 groups depending on sympathy module group and 2 groups depending on speed of trust. Questionnaire was consisted of questions about sympathy module group, speed of trust, medical service quality, medical trust, satisfaction and happiness. This questionnaires were conducted through personal interviews. Total 220 members responded to the survey and the results of the analysis were as follows. Rational type had the highest proportion. At Medical service quality scale, Prevention focus group had most highest figure on Confidence. Promotion focus group and Rational Group had most highest figure on Sympathy. At Medical trust scale, Medical team had the highest proportion at all group. Prevention focus group put more emphasis on sense of sanitation, At Satisfaction and Happiness scale, Satisfaction and Happiness was most affected by Trust in Sincerity and Ability. This study can be very useful for composing kit of treatment of personalized medicine. But this study has also some limits such as respondent selection, disease selection etc. So, more detailed and comprehensive survey is needed.

• Journal of Genetic Medicine
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• 제5권2호
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• pp.89-93
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• 2008

"Personalized medicine," the goal of which is to provide better clinical care by applying patient's own genomic information to their health care is a global challenge for the $21^{st}$ century "genomic era." This is especially true in Korea, where provisions for clinical genetic services are inadequate for the existing demand, let alone future demands. Genomics-based knowledge and tools make it possible to approach each patient as a unique biological individual, which has led to a paradigm-shift in medical practice, giving it more of a predictive focus as compared with current treatment oriented approach. With recent advancements in genomics, many genetic tests, such as susceptibility genetic tests, have been developed for both rare single gene diseases and more common multifactorial diseases. Indeed, genetic tests for presymtomatic individuals and genetic tests for drug response have become widely available, and personalized medicine will face the challenge of assisting patients who use such tests to make appropriate and wise use of genetic risk assessment. A major challenge of genomic medicine lies in understanding and communicating disease risk in order to facilitate and support patients and their families in making informed decisions. Establishment of a health care system with provisions for genetic counseling as an integral part of health care service, in addition to genomic literacy of health care providers, is vital to meet this growing challenge. Realization of the promise of personalized medicine in the era of genomics for improvement of health care is dependent on further development of next generation sequencing technology and affordable sequencing test costs. Also necessary will be policy development concerning the ethical, legal and social issues of genomic medicine and an educated and ready medical community with clinical practice guidelines for genetic counseling and genetic testing.

• Journal of Acupuncture Research
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• 제32권1호
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• pp.37-51
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• 2015

Objectives : This study aimed to evaluate influential factors affecting patients' surveyed medical service perception of Traditional Korean Medicine(TKM). Methods : This study was a randomized single blind parallel design and 335 patients were participated. After treatment, we carried out a survey about medical service perception index from April 1st 2013 to January 31th 2014. We evaluated and analyzed the difference between Korean internal medicine and acupuncture & moxibustion, and also between the age groups of younger than 30s and older than 40s. Results : As the results of the analysis, acupuncture & moxibustion group had higher points on medical service perception sub factors than Korean internal medicine group. There was no meaningful difference between the age groups. Conclusions : The study showed higher satisfaction with acupuncture & moxibustion than Korean internal medicine, and as variable, department was more influential than age for medical service perception.

• 한국컴퓨터정보학회논문지
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• 제17권9호
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• pp.113-125
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• 2012

개인 맞춤형 식이 운동 콘텐츠 제공을 위해 1개 3차병원에서 제공하는 PHR(Personal Health Records)을 기반으로 건강관리 스마트폰 어플리케이션을 개발하였다. PHR의 상병명에 근거하여 각 질환과의 상관관계를 적용한 식이 운동 적합률 알고리즘을 통해 개인의 질환을 관리하기 위한 맞춤형 콘텐츠를 제공하며, 식사량과 운동량을 기록하여 섭취 소비한 칼로리를 기록하는 기능을 제공한다. 또한 사용자의 위치정보를 근거로 한, 음식점 위치 정보 및 해당 메뉴, 그에 따른 영양분석에 대한 정보를 제공하는 개인에게 적합한 콘텐츠를 이용하고 기록할 수 있는 서비스로써, 사용자의 상태와 편의성을 고려하여 유헬스 서비스를 제공할 수 있다.

• 사상체질의학회지
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• 제29권1호
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• pp.14-20
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• 2017

Objectives Recently, the demand for complementary & alternative and personalized medical service has increased in the world. The purpose of this study was to predict the future market size of constitutional medical service in Korea through past surveyed studies Methods The portal sites of OASIS, NDSL, RISS, KISS, Koreamed, were used to select the researches related with constitutional medical service market. Total 1,477 papers were identified and 43 of them were fully reviewed. Finally, three of them picked up. Two specialists joined this review. Results and Conclusion The rate of constitutional medical service market among Korean medical service market was 23.2% in 2004 survey, 26.6% in 2007, and 23.5% in 2010. The number of Korean medical clinics and hospital was assumed 17,118 in 2020. The market size of Korean medicine was predicted 698,929 ten million won and among them, the scale of constitutional market size was 181,171 ten million won which meaned 25.9% proportion of Korean medical market size. Conclusion Constitutional medical market seems to be developed faster than Korean medical market in future.

• 한국콘텐츠학회논문지
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• 제11권7호
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• pp.219-224
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• 2011

의료정보시스템과 연동된 고객 맞춤형 검사안내콘텐츠 (PEGC)를 대기시간에 보여줌으로써 체감 대기 시간을 단축하여 고객의 만족도와 의료 서비스의 증진을 목적으로 한다. 제안한 고객 맞춤형 검사안내콘텐츠는 신뢰적인 데이터 전달 서비스로 형성할 수 있는 TCP/IP를 기반으로 이루어졌다. 동작은 의료정보시스템에서 차기 대기 고객의 신호 event가 발생되면 이루어진다. 이때 고객 맞춤형 검사안내콘텐츠는 해당 고객의 ID와 검사안내, 검사방법, 검사결과안내, 탈의안내 정보 등으로 구축된 검사안내 데이터베이스에서 맵핑하여 대기실의 모니터를 통해 고객이 볼 수 있도록 하였다. 영상의학과 일반진단검사를 위해 내원한 외래고객을 대상으로 PEGC 설치 전 고객 만족도는 5점 만점 중 대기시간이 3.6점으로 나타났다. 하지만, 제안한 PEGC의 설치 후 검사대기시간에 대한 만족도는 5점 만점 중 평균 4.6점으로 크게 만족하는 것으로 나타났다 (p<0.05).

• 한국IT서비스학회지
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• 제21권6호
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• pp.21-37
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• 2022

Due to the development of technology and medical care following the 4th industrial revolution, the medical paradigm is shifting towards patient-centered medical services. Based on the development of smart home technology, the residential environment is changing into a residential space that cares for and heals the lifestyles and the healthcare of families. As lifestyle changes, the concept of supporting smart home care based on the residential environment is making it possible to build a smart home IoT service design with enhanced accessibility and convenience for medical appointments and well-being lifestyle care. This paper is a study on user-centered health care smart home IoT service design suitable for family members based on the health care, beauty care, exercise care, and customized diet care beyond the conventional concept of health care monitoring. Based on the analysis, this paper proposes a personal care coordinate smart home service design in a human-centered wellness clinic care smart home service design environment. Human-centered wellness clinic smart home IoT service design is meaningful in presenting a vision for research on smart home service design that links hospital-linked and care-linked service industries, which should be considered from the smart home construction planning stage.