• Journal of Information Technology Applications and Management
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• 제12권2호
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• pp.129-143
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• 2005

In recent years, two major streams in medical information systems are：1) system integration among OCS(Order Communication System), EMR(Electronic Medical Record), PACS(Picture Archiving and Communication System), and ERP(Enterprise Resource Planning) and 2) system integration through medical collaboration between East and West medical service providers. One of the characteristics which differentiate the Korean medical industry from the western medical industry is the East-West medical collaboration. In many respects there are many differences between East and West medical treatment. Although East and West medical treatment have developed from different medical philosophies and standards, we assume that the better medical care can be provided by integrating their medical procedures effectively. The two possible approaches to the integration of East and West medical information systems are suggested in this paper：One is loosely coupled model and the other is tightly coupled model. EMR improves the quality of medical record which reflects the quality of clinical practice. It provides more efficient and convenient way of input, retrieval, storage, communication and management of medical data. We abstracted the standard medical procedures from the two medical procedures performed in Daejeon Oriental Hospital and Hehwa Clinic at Daejeon University and also abstracted database schema by analyzing the characteristics of information needed in East-West medical collaboration. Our EMR is composed of two types of data：one is structured data and the other is unstructured data, which are formalized by SOAP(Subjective, Objective, Assessment, Plan) format. Currently the integrated system is implemented and operated successfully for six months.

• 한국응급구조학회지
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• 제5권1호
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• pp.177-198
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• 2001

The purpose of this research which was conducted by surveying the transfer consultation records from 360 medical institutions such as general hospitals, hospitals, clinics to the Emergency Medical Center at E University Hospital for six months(Jan. 1, 2000 - Jun. 30, 2000) are to standardize & complete transfer consultation record of hospitals at the 1st & 2nd referral level and to give patients transferred emergency medical center medical information services on a better quality. The conclusions and suggestions from this study were summarized as follows; (1) Examing the distribution of the referral medical consultation(transfer) sheet type, surgery part local clinic sheet types were 34.4%, medical part local clinic sheet types were 26.7%, undifferentiated local clinic sheet types were 23.9% and hospital level sheet types were 15.0%. (2) The items of the transfer consultation records had been standardized more than 75% in the order of patient's name, date, doctor's name, diagnosis, patient's status, impressions. (3) That the degree of recording completion on these items is in the order of patient's name, date, diagnosis, impressions was revealed. (4) Because the standardization and the degree of recording completion are very low in the patient's gender, age, address, electronic recording system was needed for more perfect input of initial patient informations. (5) This standardizing & complete recording on examination and medication will prevent re-examination and abuse of medication for patients transferred emergency medical center. (6) EMT Transfer System should be fixed in all medical institute for the standardizing & complete recording on care period and departure time will give many emergency patients the proper treatments at the proper time. (7) It was revealed that developing new standardized transfer consultation record & using electronic recording system are needed. (8) The complete recording & Fast Track System were needed for higher rate of bed operation at emergency medical center and more hospital profit.

• 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.

• 디지털콘텐츠학회 논문지
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• 제12권4호
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• pp.501-510
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• 2011

다양한 의료서비스를 정형화되고 효율적인 방법으로 제공하기 위하여 최근 의료기관의 전자의무기록 시스템의 도입이 활발하다. 그러나 국내에서 개발된 대부분의 전자의무기록시스템은 자료수집원 기반의 방식으로 개발되어 왔다. 이러한 시스템들은 시스템 아키텍처와 소프트웨어 프로세스의 태생적인 한계로 인해 전자의무기록시스템의 도입이 추구하는 다양한 목표를 충족시키지 못하고 있다. 이러한 한계를 극복하기 위해 본 연구는 수집원 지향 방식으로 획득한 의무기록 콘텐츠와 문제지향 방식으로 획득한 의무기록 콘텐츠를 융합할 수 있는 시스템 아키텍처와 이러한 시스템을 구축하기 위한 최적화된 소프트 웨어 프로세스를 제시하였다. 이를 위해 문제지향식 의무기록 생성을 위한 진료 과정과 데이터 요구사항을 분석한 후 진료데이터저장소, 문제목록 데이터베이스, 동기화 모듈 등으로 구성되는 아키텍처와 나선형 소프트웨어 프로세스를 제시하고 프로토타입을 개발하였다.

• 보건의료산업학회지
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• 제10권3호
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• pp.99-111
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• 2016

Objectives : This study developed an iPad-based animation for an electronic informed consent to directly help patients prepare an informed consent. The goal was to raise patients' understanding about the contents contained in a DNR informed consent in the current medical situation in which DNR informed consents are mostly written by a guardian. Methods : The development of a DNR electronic informed consent was done in 3 stages: analysis, design and development. The analysis stage was done with a survey on the real status of preparing a DNR informed consent in a medical institution. The design stage was done with the contents in the DNR electronic informed consent through a primary and secondary Delphi survey. The development stage created a DNR electronic informed consent and evaluated it through a tertiary Delphi survey. Results : After evaluating the appropriateness of the composition of the contents, the understanding of the contents, the convenience of use, the reflection of an expert opinion, and the suitability of the application, all had scores higher than 4 points. Conclusions : The results of this study show that our proposed DNR electronic informed consent can help patients better understanding the contents of a DNR informed consent.

• 대한약침학회지
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• 제21권3호
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• pp.195-202
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• 2018

Objectives: The study was to survey use of electronic medical records in subjects of Korean medicine doctors working for Korean medicine organizations and to contemplate ways to develop utilization of electronic medical records. Methods: On August 2017, it conducted online self-reported survey on subjects of Korean medicine doctors at Korean hospitals and clinics who agreed to participate in the study. A total 40 doctors in hospital and 279 doctors in clinic were included. The surveyed contents include kinds of electronic chart, reason for not using electronic medical records and problems with creation of medical records. Results: It finds that 100% of those working at Korean medicine hospitals and 86.4% of those at Korean medicine clinics have used electronic medical records. Subjects answered the biggest reason for not using electronic medical records was inconvenience. The most serious problems with creation of electronic medical records at Korean medicine organizations found in the study include there was no method of creation of medical records and no standardized terminology for use in electronic medical records. Conclusion: For utilization of electronic medical records at Korean medicine organizations, standardization of terminology, development of EMR in favour of its users and development of strategy that motivates use of EMR are required.

• 스마트미디어저널
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• 제5권1호
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• pp.114-121
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• 2016

현재 각 의료기관들은 의료정보화 사업을 꾸준히 진행 하고 있다. 의료기관에서 운영하고 있는 대표적인 시스템으로는 전자의무기록, 처방전달시스템 등이 있으며, 의료법에서 전자서명을 허용함으로써 의료정보를 관리함에 있어 비용절감 및 진료정보의 공유가 가능하게 되었고, 공인인증서를 활용한 의료솔루션 사용이 확산되어 가고 있다. 이러한 현실에서 인증서의 역할은 어느 무엇보다 중요하다고 할 수 있지만, 대부분 개인 인증서 관리에는 매우 적극적인 반면, 의료솔루션 등 업무와 관련된 인증서 관리에 대해서는 소홀한 것이 사실일 것이다. 업무용 인증서의 경우 업무PC에 보관하는 경우가 다수이며 이는 보안에 취약할 수밖에 없다. 이에 대한 해결책으로 인증서 서버가 존재하나 별도서버의 구축이 필요하여 중소병원의 경우 비용에 대한 부담이 적지 않을 것으로 판단된다. 본 논문에서는 추가비용을 최소화하여 별도의 인증서 서버를 구축하지 않고 인증서 파일을 BLOB로 저장하여 현재의 자원을 활용한 인증서 관리 및 보안에 효과적인 시스템을 설계 및 구현 하고자 한다.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2010년도 춘계학술발표대회
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• pp.352-352
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• 2010

It is difficult to settle the well-designed local terminology for imaging report in the hospital information system (HIS). One of the major reasons is the local terminology with poor contents have been used in the hospital. Thus, we mapped the locally used terms in nuclear medicine imaging report to the SNOMED-CT, which had been widely used in the electronic medical record system, for implementation of hospital information system. Preliminary construction of terminology dictionary was done by mapping of local terms to SNOMED-CT and LexCare Suite. Further study may be warranted.

• 문화기술의 융합
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• 제9권3호
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• pp.731-736
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• 2023

최근 의료 현장은 전자의무기록, 전자건강기록 등의 의료 기록을 전산화하여 저장하고 관리하는 시스템이 의무적으로 적용되거나 전체 의료 현장에 보급되어 환자 개개인의 과거 의료 기록을 추가적인 의료 행위에 활용하고 있다. 그러나 일반적인 의료 문진 및 상담 간 발생하는 의료진과 환자 간의 대화는 별도로 기록되거나 저장되지 않고 있어 추가적인 환자의 주요 정보는 효율적으로 활용되지 못하고 있다. 이에 따라, 의료 문진 현장에서 발생하는 의료진과 환자와의 대화를 저장하고 이를 텍스트 데이터로 변환하여 주요한 문진 내용만 자동으로 추출, 요약하여 정보화하는 음성인식과 자연어 처리 딥러닝을 통한 의료상담 요약문을 자동으로 생성하는 전자의무기록 시스템을 제안한다. 본 시스템은 의료 종사자와 환자의 의료 상담 내용의 인식과정을 거쳐서 텍스트 정보를 획득한다. 이렇게 획득된 텍스트를 복수의 문장으로 구분하고, 생성된 문장에 포함된 복수 키워드의 중요도를 산출한다. 산출된 중요도를 기반으로 복수의 문장에 순위를 매기고, 순위를 기반으로 문장들을 요약하여 최종 전자의무기록 데이터를 생성한다. 제안하는 시스템 성능은 정량적 분석을 통하여 우수함을 확인한다.

• 한국병원경영학회지
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• 제28권3호
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• pp.1-14
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• 2023

Purposes: It is very important to establish a clinical data warehouse based on a common data model to offset the different data characteristics of each medical institution and for drug surveillance. This study attempted to establish a clinical data warehouse for Dankook university hospital for drug surveillance, and to derive the main items necessary for development. Methodology/Approach: This study extracted the electronic medical record data of Dankook university hospital tracked for 9 years from 2013 (2013.01.01. to 2021.12.31) to build a clinical data warehouse. The extracted data was converted into the Observational Medical Outcomes Partnership Common Data Model (Version 5.4). Data term mapping was performed using the electronic medical record data of Dankook university hospital and the standard term mapping guide. To verify the clinical data warehouse, the use of angiotensin receptor blockers and the incidence of liver toxicity were analyzed, and the results were compared with the analysis of hospital raw data. Findings: This study used a total of 670,933 data from electronic medical records for the Dankook university clinical data warehouse. Excluding the number of overlapping cases among the total number of cases, the target data was mapped into standard terms. Diagnosis (100% of total cases), drug (92.1%), and measurement (94.5%) were standardized. For treatment and surgery, the insurance EDI (electronic data interchange) code was used as it is. Extraction, conversion and loading were completed. R language-based conversion and loading software for the process was developed, and clinical data warehouse construction was completed through data verification. Practical Implications: In this study, a clinical data warehouse for Dankook university hospitals based on a common data model supporting drug surveillance research was established and verified. The results of this study provide guidelines for institutions that want to build a clinical data warehouse in the future by deriving key points necessary for building a clinical data warehouse.