• 한국정보통신학회논문지
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• 제11권9호
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• pp.1793-1798
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• 2007

헬스케어는 정보통신기술을 활용하여 원거리에서 대상자들의 건강상태에 대한 모니터링과 홈 기반의 보건의료 서비스를 제공하는 것이라 할 수 있다. 따라서 헬스케어 서비스는 응급상황 대처를 위한 경보서비스와, 진료자 및 가족에게 대상자와 댁내 환경을 모니터링 할 수 있는 원격지원 서비스로 분류할 수 있다. 여기서, 일반적인 유선 기반의 고정형 생체계측 시스템에서는 두 가지 서비스를 위해서, 실시간으로 높은 신뢰성을 갖는 데이터를 전송하는데 한계가 있다. 그러므로 대상자가 공간적으로 구속을 받지 않고 자유롭게 이동하면서 생체신호 계측 및 응급경보가 가능하도록, 무선 네트워크 환경에서 구현되는 휴대용 헬스케어 시스템을 구현하고자 한다.

• Structural Monitoring and Maintenance
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• 제2권2호
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• pp.115-132
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• 2015

This paper presents a new method for seismic vulnerability assessment of buildings with reference to their operational limit state. The importance of this kind of evaluation arises from the civil protection necessity that some buildings, considered strategic for seismic emergency management, should retain their functionality also after a destructive earthquake. The method is based on the identification of experimental modal parameters from ambient vibrations measurements. The knowledge of the experimental modes allows to perform a linear spectral analysis computing the maximum structural drifts of the building caused by an assigned earthquake. Operational condition is then evaluated by comparing the maximum building drifts with the reference value assigned by the Italian Technical Code for the operational limit state. The uncertainty about the actual building seismic frequencies, typically significantly lower than the ambient ones, is explicitly taken into account through a probabilistic approach that allows to define for the building the Operational Index together with the Operational Probability Curve. The method is validated with experimental seismic data from a permanently monitored public building: by comparing the probabilistic prediction and the building experimental drifts, resulting from three weak earthquakes, the reliability of the method is confirmed. Finally an application of the method to a strategic building in Italy is presented: all the procedure, from ambient vibrations measurement, to seismic input definition, up to the computation of the Operational Probability Curve is illustrated.

• Nuclear Engineering and Technology
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• 제53권5호
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• pp.1705-1716
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• 2021

Bangladesh, as a newcomer country, is expecting to start her nuclear power journey by 2022. Due to evident reasons, newcomer nuclear countries face several key challenges concerning the development of national nuclear safety infrastructure. The paper investigates the status of the 7 key safety infrastructure issues out of the 19 and readiness of the supportive organizations, laboratories, and workforces following the International Atomic energy Agency's status evaluation guide at milestone 3 and foreign countries' practice. Much progress has been achieved at phase 3 regarding the establishments of a few Acts, a regulator, and an operator. However, comprehensive regulatory frameworks, skilled workforces, establishments of a few supportive organizations, and laboratories for managing environmental radioactivity, radiological accidents, and radioactive wastes are yet to ready. Several suggestions are made for establishing and expediting radiation monitoring laboratories, a radiological emergency management center, a radioactive waste management company, and technical support organizations for the safety infrastructure. To avoid perceived risks, policymakers and competent authorities need to emphasize creating an optimized safety infrastructure before commissioning and operating the 1^st nuclear power plant safely, securely, and cost-sustainably.

• 한국산업정보학회논문지
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• 제15권2호
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• pp.41-48
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• 2010

유비쿼터스 센서 네트워크는 초경량, 저전력 센서를 기반으로 하여 어플리케이션에 대한 수많은 연구가 진행 중에 있다. 사회가 발전하면 할수록 고령화가 되어가고 있는 요즘에 홀로 사는 노인에 대한 관심이 사회의 중요한 이슈 중 하나이다. 본 논문은 유비쿼터스 센서 네트워크를 이용하여 나 홀로 노인의 상항을 판단하여 위급시 신속한 조치를 수행할 수 있는 독거노인 지킴이 시스템을 구현한다. 센서 노드와 싱크 노드를 이용하여 독거노인의 정보를 습득하여 웹 환경에서 모니터링 함으로써 보다 통합적인 관리를 할 수 있다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권4호
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• pp.1080-1099
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• 2023

Digital healthcare combined with telemedicine services in the form of convergence with digital technology and AI is developing rapidly. Digital healthcare research is being conducted on many conditions including shock. However, the causes of shock are diverse, and the treatment is very complicated, requiring a high level of medical knowledge. In this paper, we propose a shock detection method based on the correlation between shock and data extracted from hemodynamic monitoring equipment. From the various parameters expressed by this equipment, four parameters closely related to patient shock were used as the input data for a machine learning model in order to detect the shock. Using the four parameters as input data, that is, feature values, a random forest-based ensemble machine learning model was constructed. The value of the mean arterial pressure was used as the correct answer value, the so called label value, to detect the patient's shock state. The performance was then compared with the decision tree and logistic regression model using a confusion matrix. The average accuracy of the random forest model was 92.80%, which shows superior performance compared to other models. We look forward to our work playing a role in helping medical staff by making recommendations for the diagnosis and treatment of complex and difficult cases of shock.

• 대한정형외과학회지
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• 제54권6호
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• pp.557-561
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• 2019

대부분의 저에너지 외상에 의한 골반환 골절은 합병증 없이 보존적 치료만으로 호전이 되어 혈관손상 등의 합병증에 대한 초기평가를 간과하기 쉽다. 본 증례보고에서는 평소 aspirin을 복용하던 81세 여자환자가 낙상으로 비전위성 치골지 골절이 발생하면서 corona mortis가 손상되어 나타난 대량출혈을 보고하는 바이다. 고령의 골반환 골절 환자에서는 골절의 전위 여부와 관계없이 혈관 손상이 지연되어 발생할 수도 있기 때문에 면밀한 이학적 검사 및 감시가 필요하다.

• 센서학회지
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• 제32권6호
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• pp.352-356
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• 2023

The integration of bioelectronic devices with the skin is a promising strategy for personalized healthcare monitoring and diagnostics. On-skin bioelectrodes hold great potential for the real-time tracking of physiological parameters. However, persistent challenges of stability and reliability have instigated exploration beyond conventional noble metals. This study focuses on the ionic passivation and oxidation dynamics of copper-based on-skin thin-film bioelectrodes. Through parylene chemical vapor deposition, we harness a controlled thin film of parylene insulation to counter the intrinsic susceptibility of copper to oxidation in the ionic environment. The results represent the relationship among the parylene insulation thickness, copper oxidation, and electrode impedance over temporal intervals. Comparative analyses indicate that the short-term stability of the copper electrode is comparable to that of the gold electrode. Therefore, we propose a cost-effective strategy for fabricating copper-based on-skin bioelectrodes by introducing enhanced ionic stability within a discernible operational timeframe. This study enriches our understanding of on-skin bioelectronics and affordable material choices for practical use in wearable healthcare devices.

• 대한불안의학회지
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• 제9권2호
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• pp.128-134
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• 2013

Objective : As treatments for breast cancer require long period of time, the patients need continuous monitoring and management of their health related quality of life. The purpose of this preliminary study is to explore the utility of monitoring quality of life using a mobile phone based application, which was developed to enable the patients to report daily quality of life more efficiently. Methods : Department of psychiatry, breast cancer center and U-health team of Asan Medical Center collaborated in developing a mobile application titled 'DugunDugun'. Through the application, patients with breast cancer receiving neo-adjuvant chemotherapy could report on various questions about their daily quality of life. We extracted and explored the daily basis of the data of sleep duration, number of awake, sleep satisfaction, mood and anxiety from nine patients who reported on the questionnaire for more than a month. Results : The longitudinal data collected using our mobile application well represented the characteristics of individual sleep patterns and daily emotional changes. Most of the patients showed high daily variations in the scores of their quality of life while their averaged scores were similar among patients. The patient with highest daily variations in the subjective sleep quality and daily emotional change had highest score corresponding to moderate depression in Beck Depression Inventory (BDI). Conclusion : The results suggest that mobile application could be a useful tool for monitoring and collecting the daily quality of life in the patients with breast cancer. We expect that mobile application could facilitate early detection and proper intervention for the cancer patients at psychological crisis.

• Journal of Computing Science and Engineering
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• 제6권1호
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• pp.40-50
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• 2012

Increase in the number of older people due to demographic changes poses great challenges to the social healthcare systems both in the Western and as well as in the Eastern countries. Support for older people by formal care givers leads to enormous temporal and personal efforts. Therefore, one of the most important goals is to increase the efficiency and effectiveness of today's care. This can be achieved by the use of assistive technologies. These technologies are able to increase the safety of patients or to reduce the time needed for tasks that do not relate to direct interaction between the care giver and the patient. Motivated by this goal, this contribution focuses on applications of acoustic technologies to support users and care givers in ambient assisted living (AAL) scenarios. Acoustic sensors are small, unobtrusive and can be added to already existing care or living environments easily. The information gathered by the acoustic sensors can be analyzed to calculate the position of the user by localization and the context by detection and classification of acoustic events in the captured acoustic signal. By doing this, possibly dangerous situations like falls, screams or an increased amount of coughs can be detected and appropriate actions can be initialized by an intelligent autonomous system for the acoustic monitoring of older persons. The proposed system is able to reduce the false alarm rate compared to other existing and commercially available approaches that basically rely only on the acoustic level. This is due to the fact that it explicitly distinguishes between the various acoustic events and provides information on the type of emergency that has taken place. Furthermore, the position of the acoustic event can be determined as contextual information by the system that uses only the acoustic signal. By this, the position of the user is known even if she or he does not wear a localization device such as a radio-frequency identification (RFID) tag.

• 한국방사선학회논문지
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• 제11권3호
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• pp.171-175
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• 2017

비파괴검사 분야에서는 작업자들의 안전을 확보하기 위해 방사선원에 대한 시스템 개발에 많은 시간과 재원을 투자하고 있으나 아직까지 사고 발생 확률은 높은 실정이다. 방사선에 대한 잠재적 사고를 미연에 방지하기 위해서는 방사선원의 위치를 직접적으로 검증하는 것이지만 아직까지 연구가 미흡한 실정이다. 이에 본 연구에서는 감마선조사기의 선원 가이드 튜브에서 방사선원의 위치를 감지할 수 있는 모니터링 시스템 개발을 위한 선행연구로써 몬테카를로 시뮬레이션을 통해 방사선 검출기에 대한 특성을 모의 추정하였다. 연구 결과, Ir-192의 감마선 에너지에 대한 방사선 검출기는 반도체 소재에 무관하게 $150{\mu}m$에서 2차 전자평형이 이루어지는 것으로 분석되었으며, 감마선 응답 특성은 $HgI_2$가 가장 우수할 것으로 기대된다. 이러한 결과는 차후 모니터링 시스템의 검출부에 위치하는 방사선 검출기의 최적화 두께를 결정하는데 기초자료로써 활용될 수 있을 것으로 기대되며, 이를 바탕으로 모니터링 시스템을 개발 시 방사선작업종사자가 위험을 쉽게 인지하여 안전을 확보할 수 있을 뿐만 아니라 잠재적인 방사선 사고에 대한 예방 및 선제적 대응이 가능함으로써 사회 안전망 구축 에 기여할 수 있을 것이다.