• 대한의용생체공학회:의공학회지
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• 제22권5호
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• pp.469-477
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• 2001

본 논문은 가정에 있는 만성질환자, 퇴원한 환자 및 자신의 건강을 염려하는 정상인 등을 대상으로 매일 측정한 심전도. 혈압. 혈중 산소 포화농도 등과 같은 생리변수와 건강 설문에 대한 응답을 분석하여 건강상태를 지속적으로 파악하고, 비정상적인 상태가 발견될 경우에는 의사가 정확히 확인하여 필요한 조치를 조언하는 재택건강관리서비스에 대해서 기술하고 있다 재택건강관리서비스를 위해서 가입자는 재택건강관리단말기와 인터넷에 연결된 PC를 가정에 구비하여야 한다. 관제센터는 의사와 가입자의 기본정보와 가입자의 건강정보를 저장하기 위한 데이터베이스 시스템, 생체신호와 건강설문을 분석하여 현재상태의 비정상여부를 판단하는 건강상태자동평가시스템, 가입자와 의사들이 웹 브라우저를 사용하여 원하는 건강정보를 데이터베이스에서 검색, 조회하고. 그 내용을 수정. 편집하여 저장할 수 있는 웹 기반 건강정보관리시스템이 필요하다. 또한, 공중전화망 및 무선통신망을 이용한 음성 및 문자 전송과 인터넷을 이용한 전자우편에 의해 의사의 소견을 가입자에게 전달하는 통합 메시징 시스템 (UMS). 종합검진센터에서 의사가 검사결과와 문진 결과를 입력하기 위한 정보입력 PC. 병원에서 의사가 가입자의 정보를 조회하거나 정밀진단결과를 입력하기 위한 인터넷 PC 등이 설치되어야 한다. 일반에게 이러한 서비스를 널리 보급하기 위해서는, 생리변수들의 무구속 및 무자각 측정기술과 지능적인 건강평가 알고리즘의 개발에 대한 연구가 계속 수행되어야 할 것이다.

• 한국전자통신학회논문지
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• 제15권1호
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• pp.107-114
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• 2020

본 논문에서는 하둡 플랫폼에서 비용 효율적 빅데이터 분석을 수행하기 위한 클러스터 규모의 설정 방안을 연구한다. 의료기관의 경우 진료기록의 병원 외부 저장이 가능해짐에 따라 클라우드 기반 빅데이터 분석 요구가 증가하고 있다. 본 논문에서는 대중적으로 많이 사용되고 있는 클라우드 서비스인 아마존 EMR 프레임워크를 분석하고, 비용 효율적으로 하둡을 운용하기 위해 클러스터의 규모를 산정하기 위한 모델을 제시한다. 그리고, 다양한 조건에서의 실험을 통해 맵리듀스의 실행에 영향을 미치는 요인을 분석한다. 이를 통해 비용 대비 처리시간이 가장 효율적인 클러스터를 설정함으로써 빅데이터 분석시 효율성을 증대시킬 수 있다.

• 한국임상약학회지
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• 제28권3호
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• pp.181-187
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• 2018

Background: Posaconazole is a broad-spectrum triazole antifungal agent and the most recommended prophylactic antifungal agent for patients with acute myeloid leukemia (AML) undergoing induction chemotherapy. In this study, we evaluated the status and effectiveness of posaconazole as a prophylactic antifungal agent in pediatric patients receiving induction chemotherapy for AML. Methods: We retrospectively reviewed the electronic medical records of 36 pediatric patients with AML (between January 2013 and September 2017) at the Yonsei University Health System. Invasive fungal disease (IFD) was assessed as the primary endpoint of prophylactic antifungal effect. The secondary endpoints were incidence of fever, persistent fever despite the use of broad-spectrum antibiotics for 72 h, alteration of antifungal agent, intensive care unit admission, and death within 100 days. Results: Among the 36 patients, 18 patients used posaconazole, 12 were treated with suspension formula, and 6 of them were treated with tablets. Eighteen patients did not use antifungal agents prophylactically. The mean number of days of posaconazole administration was $26.8{\pm}16days$. IFD occurred in 2/18 (11.1%) patients in the no prophylaxis group and in 1/18 (5.6%) patients in the posaconazole group (p=0.49). Conclusion: Posaconazole is expected to be useful for the prevention of IFD in pediatric patients with AML undergoing induction chemotherapy. Prospective studies of the effectiveness of posaconazole prophylaxis should be conducted in more pediatric patients in the future.

• 대한임상독성학회지
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• 제19권1호
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• pp.38-43
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• 2021

Purpose: We investigated the association between defoliant exposure and survival to discharge after out-of-hospital cardiac arrest. Methods: This is a retrospective case-control study based on the cardiopulmonary resuscitation (CPR) registry. The electronic medical records of out-of-hospital cardiac arrest victims from 6/9/2008 to 12/31/2016 were analyzed statistically. The case patients group had a history of defoliant exposure while the control group did not. Among the 401 victims studied, a total of 110 patients were male out-of-hospital cardiac arrest patients. Baseline characteristics and the parameters involved in cardiac arrest were analyzed and compared between the two groups after propensity score matching. The primary outcome was survival to discharge, and secondary outcomes were sustained return of spontaneous circulation (ROSC) and survival to admission. Results: After propensity score matching a total of 50 patients (case=25, control=25) were analyzed. Primary outcome (survival to discharge) was not significantly different between case and control groups [(OR, 1.759; 95% C.I., 0.491-6.309) and (OR, 1.842; 95% C.I., 0.515-6.593), respectively]. In the subgroup analysis, there were also no significant differences between the control group and subgroups in primary and secondary outcomes according to defoliant exposure severity. Conclusion: There is no statistically significant association between defoliant exposure and survival of out-of-hospital cardiac arrest.

• 보건행정학회지
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• 제33권1호
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• pp.19-28
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• 2023

Background: With the enactment of the Hospice, Palliative, Care, and Life-sustaining Treatment Decision-Making Act in February 2018, legal guidelines for physician orders for life-sustaining treatment (POLST) were presented. This study was conducted to analyze the association of writing POLST on the use of health care before death. Methods: The study analyzed the electronic medical records and POLSTs of 1,003 adult patients who died at a tertiary hospital located in Seoul from February 4, 2018 to February 4, 2019. Results: Of the deaths, 80% (n=804) completed POLST. Among patients who completed POLST before death, 51% (n=412) were written 1-7 days before death, and only 31% (n=246) were completed by patients themselves. 99% (n=799) decided to withdraw or withhold cardiopulmonary resuscitation. As a result of analyzing the effect of POLST on medical use before death, it was found that POLST and inpatient cost had a significant negative correlation, and POLST completion significantly reduced death in the intensive care unit (ICU). However, both inpatient costs and death at ICU increased when the POLST was completed by surrogate decision-makers rather than patients themselves. Conclusion: The enactment of the Hospice, Palliative, Care, and Life-sustaining Treatment Decision-Making Act provided a legal basis for withdrawing and withholding meaningless life-sustaining treatment. By specifying the treatment to be received at the end of one's life through the POLST, inpatient treatment costs and death at the ICU were decreased. However, the frequent decision-making by the surrogates and completion of POLST close to death may hinder the original purpose of the law.

• 스마트미디어저널
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• 제11권11호
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• pp.63-74
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• 2022

Nowadays, lithium-ion battery has become more popular around the world. Knowing when batteries reach their end of life (EOL) is crucial. Accurately predicting the remaining useful life (RUL) of lithium-ion batteries is needed for battery health management systems and to avoid unexpected accidents. It gives information about the battery status and when we should replace the battery. With the rapid growth of machine learning and deep learning, data-driven approaches are proposed to address this problem. Extracting aging information from battery charge/discharge records, including voltage, current, and temperature, can determine the battery state and predict battery RUL. In this work, we first outlined the charging and discharging processes of lithium-ion batteries. We then summarize the proposed techniques and achievements in all published data-driven RUL prediction studies. From that, we give a discussion about the accomplishments and remaining works with the corresponding challenges in order to provide a direction for further research in this area.

• 한국콘텐츠학회논문지
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• 제19권12호
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• pp.279-288
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• 2019

본 연구는 흉통이 발생되어 관상동맥조영술을 실시한 후 재입원한 대상자의 관상동맥중재술 시행 여부에 따른 건강행위와 건강지표의 차이를 종단적으로 비교하고자 수행되었고, 2010년 1월부터 2017년 12월까지 일개병원에서 247명의 흉통발생자의 간호정보조사지와 전자의무기록을 분석한 2차 자료 분석연구이다. 대상자는 관상동맥중재술 비시행자와 시행자로 구분하여 병원 1차 입원 시점과 재입원 시점에서 흡연, 음주, 수면장애등 건강행위와 혈압과 혈중 지질 수치등 건강지표를 측정하였다. 수집된 자료는 SPSS 24.0를 사용하여 분석하였고, 연구 결과, 초기 입원시에는 관상동맥중재술 시행자와 비시행자간 건강행위와 건강지표에는 유의한 차이가 없었으나, 재입원시에는 관상동맥중재술 시행자가 비시행자에 비해 흡연과 지질 수치에 있어서 유의하게 건강한 양상을 나타내었다. 관상동맥중재술 비시행자의 경우 관상동맥협착의 위험이 많은 환자임에도 불구하고 흡연률이 높았고, 전체 대상자중 60%가 퇴원후 6-12개월 사이에 흉통으로 재입원하여, 흉통환자에게 의학적 치료와 더불어 건강행위를 도모하는 지속적인 통합관리가 필요함을 알 수 있었다. 본 연구의 의의는 관상동맥중재술 실시 여부에 따른 건강행위와 건강지표를 종단적으로 비교하여 관상동맥질환자와 위험환자의 건강행위의 중요성을 확인한 것이다.

• 한국임상약학회지
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• 제29권2호
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• pp.101-108
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• 2019

Background: High doses of methotrexate (MTX) are often used in various chemotherapy protocols to treat acute lymphoblastic leukemia (ALL) and non-Hodgkin's lymphoma (NHL) in children, but its delayed elimination increases the occurrence of adverse events, such as bone marrow suppression. The aim of this study was to investigate the elimination of MTX at 24 and 48 hours. Methods: We retrospectively analyzed electronic medical records of ALL or NHL pediatric patients who received $5g/m^2$ MTX infusion over 24 hours (between June, 2012 and July, 2018) at the Yonsei University Health System, Korea. The delayed elimination of MTX concentrations was assessed with 100 or $150{\mu}M$ MTX at 24 hours, and 2 or $5{\mu}M$ at 48 hours. Results: Among the 85 MTX cycles administered, 23 cycles were classified in delayed elimination group, and 62 cycles showed normal elimination. At 24 hours, the delayed elimination group with MTX concentration > $100{\mu}M$ showed higher percentage than group with MTX concentration < $100{\mu}M$ (45.8% vs. 19.7%, p = 0.015). However, no differences were observed at $150{\mu}M$ MTX (p = 0.66). At 48 hours, the delayed elimination was higher than the normal elimination at both concentration baselines (p < 0.001 at $2{\mu}M$, p = 0.024 at $5{\mu}M$). Conclusions: MTX concentrations greater than $100{\mu}M$ show high probability of delayed elimination at 24 hours. When MTX levels are above normal, leucovorin and hydration regimens should be continued to prevent delayed elimination.

• 지역사회간호학회지
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• 제27권4호
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• pp.327-336
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• 2016

Purpose: This study was to examine the clinical characteristics and mortality risk factors of geriatric hospital patients who visited one region-wide emergency department (ED). It's basically meant to develop criteria for the patient management of geriatric hospitals and to provide related information. Methods: A retrospective research study was implemented using electronic medical records. The subjects in this study included 484 geriatric hospital patients who were selected from among 15,994 patients that visited one region-wide ED between January 1, 2014, and December 31, 2015. Results: There were significant differences in death, a change for the better and no change for the better, which were results of treatment, according to the length of stay in hospital, hospitalization in a general ward, not having an operation or surgery, the presence or absence of malignant neoplasm, the insertion of foley catheter, intubation, ventilator and the insertion of central venous catheter. Conclusion: The results of this study suggest that a patient management system is necessary in geriatric hospitals and that competent healthcare workers who can properly respond to emergencies are required as well.

• 대한전기학회논문지:시스템및제어부문D
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• 제54권12호
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• pp.732-736
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• 2005

ln general, hospital information system should provide interoperability hat usually and operate independence of other HIS. This study proposes a new HIS paradigm that can be implemented within standard HL7 Interface engine and clinical data repository (CDR). We have developed an alternative architecture relying on agent solutions with distributed queries to heterogeneous databases. This architecture creates a very fine and flexible repository that can handle queries with the bases of standard HL7 messaging structure. Deploying Agent solutions to manipulate autonomy of storage management and sociality for communication with open world is another issue that keeps this system from reinventing existing wheels in medical informatics. This study the first attempt to construct CDR based private clinic. We used the information stored in the clinical patient record system of the internal medicine private hospital which is used rational database. We were searched increasing the 1,000 data entry from 1,000 to 10,000. By the result, experimental CDR showed highly efficient performance more than 6,000. In the future, the CDR can be further extended for clinical information among private hospitals estranged from EHR (Electronic Health Records).