• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2018년도 춘계학술대회
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• pp.65-67
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• 2018

본 논문에서는 특정 공간의 흡연 여부를 감지하는 시스템을 소개한다. 제안하는 시스템은 라즈베리 파이로 이루어진 무선 애드혹 네트워크 기반 위에 구현되었다. 이는 상용 흡연 모니터링 시스템에 비하여 저가의 장치를 이용하여 경제적이며, 하나의 라즈베리파이를 이용한 또 다른 기존의 시스템에 비하여 확장성이 뛰어나다. 본 논문에서는 센서로부터 장시간 측정한 데이터를 이용하여 흡연 시와 비흡연 시 일산화탄소 농도의 확률밀도함수를 가우시안 함수로 근사화하였다. 이를 바탕으로 최대 우도 검파 (maximum likelihood detection) 기법을 이용하여, 일산탄소농도 값으로 흡연 상태를 추정하는 기법을 제안한다. 또한 애드혹 네트워크로 연결된 복수의 센서들로부터 수집한 값으로 흡연 상태를 추정하여 신뢰도를 높이고자 하였다.

• International journal of advanced smart convergence
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• 제7권2호
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• pp.112-118
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• 2018

This paper describes the design and implementation of a vehicle internal alarm system using raspberry-pie and gas sensor. It provides a notification system for sleepiness during driving, a driving time notification system and a smoking detection system. We coded using 'Python'. And we use 'MySQL' and 'PHP' to build the necessary servers and web pages for gathering sensing data and monitoring. The developed system was tested by several methods. All experiments showed satisfactory response signals and detected with immediate responses.

• ETRI Journal
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• 제32권6호
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• pp.881-890
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• 2010

Conventional fire detection systems use physical sensors to detect fire. Chemical properties of particles in the air are acquired by sensors and are used by conventional fire detection systems to raise an alarm. However, this can also cause false alarms; for example, a person smoking in a room may trigger a typical fire alarm system. In order to manage false alarms of conventional fire detection systems, a computer vision-based fire detection algorithm is proposed in this paper. The proposed fire detection algorithm consists of two main parts: fire color modeling and motion detection. The algorithm can be used in parallel with conventional fire detection systems to reduce false alarms. It can also be deployed as a stand-alone system to detect fire by using video frames acquired through a video acquisition device. A novel fire color model is developed in CIE $L^*a^*b^*$ color space to identify fire pixels. The proposed fire color model is tested with ten diverse video sequences including different types of fire. The experimental results are quite encouraging in terms of correctly classifying fire pixels according to color information only. The overall fire detection system's performance is tested over a benchmark fire video database, and its performance is compared with the state-of-the-art fire detection method.

• 보건행정학회지
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• 제30권2호
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• pp.221-230
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• 2020

Background: The purpose of this study is to identify the factors affecting the depressive mood experience of adults in their 20s. Methods: This study is a descriptive survey that conducted a secondary analysis using data from the 2017 Community Health Survey, which is conducted annually in Korea. The study targets 21,324 adults in their 20s. Data analysis was conducted after creating a composite sample plan file that reflected layering variables, colony variables, and weights. Results: Factors affecting the depressive mood experience were suicide thought experience, subjective stress level, gender, monthly household income, smoking status, subjective health level, breakfast status, participation in social activities, and whether the Internet, games, and smartphone interfered with daily life (p<0.05). Conclusion: It is necessary to establish and realize a system that enables early detection and support of depression and suicide high-risk groups at the individual, home, community, and national levels.

• Tuberculosis and Respiratory Diseases
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• 제44권5호
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• pp.1030-1039
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• 1997

연구배경 : IOS 혹은 FOT는 외부의 loudspeaker에서 발생하는 기류의 진동을 자발호흡에 부가시킴으로써 발생하는 압력의 변화를 분석하여 폐기능을 평가하는 방법으로, 일반적인 폐기능검사 방법들과는 달리 노력성 호기방법이 필요치 않고 자발성 상시호흡에서 검사가 가능하다는 장점이 있다. 또한 microprocessor 의 도입으로 Fourier 변환법에 의한 복잡한 신호 분석이 가능해 지면서 주파수에 따른 호흡기계의 impedance를 실측부분 (Rrs : resistance) 과 추정부분 (Xrs : reactance)의 두요소로 보다 깊이 파악할 수 있게 되었다. IOS의 임상적 이용은 소아의 폐기능검사, 역학적 연구, 소기도질환의 확인, 유발검사 등에 장점이 있다고 알려져 있다. 그러나 흡연자에서 발생하는 소기도 폐쇄 또는 조기 기도폐쇄를 확인하는데 있어서 IOS의 역할에 대한 연구 보고는 논란이 있어 왔다. 이에 본 연구에서는 흡연자에서의 조기 기도폐쇄를 측정하는 방법으로서의 IOS가 갖는 임상적 유용성을 검증해보고자 하였다. 방 법 : 종합검진센타를 방문한 남자중에서 노력성 호기성 폐활량 측정 검사상 정상 소견을 보인 356명($40.6{\pm}9.7$세)을 대상으로 IOS(Jaeger company : Version 4.1)을 시행하여 흡연자군 (234명 : $40.2{\pm}9.3$세)과 비흡연자군(122명 : $41.5{\pm}10.6$세)으로 구분하여 양군간에 두가지 검사볍 지표들에 대한 유의성을 검증하였다. 결 과 : Spirometry 지표인 FVC, FVC%pred, FEV1, FEV1%pred, FEV1/FVC, PEF, PEF%pred, FEF25~75%, FEF25~75%pred, FEF50%, FEF50%pred 등은 모두 흡연자군과 비흡연자군간에 유의한 차이가 관찰되지 않았다. IOS 지표중 total resistance(흡연자군 : 비 흡연자군=$2.58{\pm}1.71$ : $2.22{\pm}1.20$), peripheral resistance($1.47{\pm}0.10$ : $1.25{\pm}0.62$), bronchial compliance($0.47{\pm}0.16$ : $0.44{\pm}0.12$) 등은 양군간에 유의한(p<0.05) 차이가 관찰되었으나 central resistance와 lung compliance는 유의한 차이가 관찰되지 않았다(단위는 resistance=hPa/l/s ; compliance=1/hPa). 주파수에 따른(5, 10, 15, 20, 25, 30, 35Hz) Rrs은 양군간에 유의한 차이를 관찰할 수 없었고, Xrs는 낮은 주파수, 즉 X5($-0.76{\pm}0.48$ : $-0.62{\pm}0.28$) 와X10($-0.15{\pm}0.33$ : $-0.06{\pm}0.19$)에서 유의한 차이를 관찰할 수 있었다(단위는 hPa/l/s). 결론 : IOS은 흉연자와 비흡연자의 조기폐쇄를 확인할 수 있는 검사법이라고 판단되며, total resistance, peripheral resistance, bronchial compliance, 그리고 5Hz와 10Hz 의 낮은 주파수에서의 Xrs가 유용한 지표라고 판단된다.

• 전자공학회논문지CI
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• 제46권6호
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• pp.18-26
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• 2009

본 논문에서는 심전도 기반의 u헬스케어시스템을 위한 다용도 신호추출 방법을 제안한다. 심전도 기반의 u헬스케어시스템 구현을 위해서는 심장질환 진단을 위한 QRS파형의 추출기술이 필수적이다. 또한, 보안성 및 편의성을 위하여 u헬스케어시스템에서 ECG신호와 같은 생체신호에서 직접 사용자의 신원을 확인할 수 있는 생체인식기능을 보유하고 있다면 매우 유용하다. 이를 위해서 본 논문에서는, 리드II 파형으로부터 QRS파형을 추출하고, 또한 상대적으로 노화 및 질환에 따른 변동에 강건한 리드III 파형으로부터 생체인식을 위한 신호추출법을 제안한다. 리드II 파형으로부터 QRS신호추출성능을 검증하기 위해 MIT-BIH 데이터베이스의 심전도신호가 사용되었고 99.36%의 정확도 및 99.68%의 민감도성능을 보였다. 또한 생체인식용 신호추출성능평가를 위해서는 다양한 측정환경을 고려하기 위해 음주, 흡연 및 운동 직후 리드III파형이 측정되었고 99.92%의 정확도 및 99.97%의 민감도 성능을 보였다.

• 한국임상약학회지
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• 제32권1호
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• pp.1-7
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• 2022

Objective: The purpose of this study was to detect signals of Adverse Events (AEs) after varenicline treatment using spontaneous AEs reporting system in Korea. Methods: This study was conducted by Korea Institute of Drug Safety and Risk Management-Korea Adverse Event Reporting System Database (KIDS-KD) reported from January 2013 to December 2017 through Korea Adverse Event Reporting System. Signals of varenicline that satisfied the data-mining indices, proportional reporting ratio, reporting odds ratio and information component were defined. The detected signals were checked whether they included in drug labels in South Korea and United States of America (USA). Results: A total number of drug AE reports associated with all drugs in the KIDS-KD reported between January 2013 and December 2017 was 2,665,429. Among them, the number of AE reports associated with varenicline was 1,398. Eighteen meaningful signals of varenicline were detected that satisfied with the criteria of data-mining indices. Finally, two signals such as hypotonia, incorrected dose administered were not included in the drug labels. Conclusion: New AE signals of varenicline that were not listed on the drug labels in South Korea and USA were detected. However, further pharmacoepidemiological studies such as randomized controlled trial are needed to evaluate the causality of the signals of varenicline.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2017년도 추계학술발표대회
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• pp.1267-1270
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• 2017

이 논문에서는 라즈베리파이카메라를 이용하여 실내 흡연감지를 실시간으로 모니터링하는 시스템을 제안한다. 기존에 라즈베리파이에 가스센서를 SPI 통신으로 연결하여 실외 흡연감지 기능을 제공하는 시스템에 대한 연구가 진행되었다. 그러나 기존의 시스템은 부정확한 센서 값의 원인과 흡연이 감지되어도 흡연자를 조치하는 부분에 대한 문제점이 있다. 이 논문에서 제안하는 것은 연기센서, 가스센서를 시리얼통신으로 연결하여 공공장소 실내 흡연여부를 판단해 라즈베리파이카메라를 사용하여 실시간으로 흡연감지 하는 시스템을 제안한다. 이 논문에서 제안 시스템은 공공장소에서 실내흡연을 감지하고 이미지조회기능으로 보다 더 신뢰성있는 흡연감지 시스템에 대해 기대된다.

• Asian Pacific Journal of Cancer Prevention
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• 제15권5호
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• pp.2069-2074
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• 2014

Purpose: To appraise the frequency of cervical cytological abnormalities in a population at normal risk via analysing the archive records of cytology for the period of approximately 9,5 years, comparing them with patient demographic charecteristics, and discuss the results for women under age of 35. Materials and Methods: A total of 32,578 cases of Pap smears were retrieved and analysed from our archive included the Pap tests performed between January 2001 and April 2010 at the Early Cancer Screening, Diagnosing and Education Center by the consent of three pathologists via utilizing the Bethesda System Criteria 2001 and the results were compared with some demographical characteristics. Results: Our rate of the cervical cytological abnormality was 1.83%, with ASCUS in 1.18%, LSIL in 0.39, HSIL in 0.16%, AGUS in 0.07%, squamous cell carcinoma in 0.02%, and adenoarcinoma in 0.006%. Cytological abnormalities were detected mostly in those with higher age, lower parity, and premenopausal period whereas the smoking status was without influence. Bacterial vaginosis (5.6%) was the most frequent infectious finding (Candida albicans 2.7%; Actinomyces sp. 1.3%; and Trichomonas vaginalis 0.2%) detected on the smears. The rate of abnormal cervical cytology was 9.5% among the women aged between 30-34. Conclusions: Early detection of the cervical abnormalities by means of the regular cervical cancer screening programmes is useful to attenuate the incidence, mortality, and morbidity of cervical cancer. Our prevalence of the cytological abnormalities was much lower than the one in Western populations in general but very similar to those reported from other Islamic countries that may be explained by the conservative lifestyle and the lower prevalence of HPV in Turkey. A remarkable rate of abnormal cervical cytology of women aged 30-34 was pointed out in the present study.

• Asian Pacific Journal of Cancer Prevention
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• 제17권sup3호
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• pp.197-200
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• 2016

On an international scale, the burden of cancer in absolute numbers continues to increase, mainly due to aging of population in many countries, the overall growth of the world population, changing lifestyle with increasing cancer-causing behavior, like cigarette smoking, changing dietary habits and sedentary life. Cancer is the second-leading cause of death and disability in the world, after only heart disease. Recently, increasing incidence and mortality of cancer have also become evident in the developing world. In Iraq and particularly in Basrah in the southern part of the country, the burden has definitely increased and deserves extensive research. The present paper is part of an extensive household survey carried out in Basrah in 2013. Among the objectives was to validate official cancer registration in the governorate. The cross-sectional survey had a retrospective component to inquire about the incidence of cancer and cancer-related deaths during the three years preceding the date of inquiry (2010-2012). A convenient sample of 6,999 households with 40,688 inhabitants using multistage cluster sampling was surveyed involving all urban and rural areas of Basrah. The official cancer registration activities in Basrah seemed to have attained a high level of registration coverage (70-80%) but the gap, represented by missed cases, is still high enough to criticize the system. Most of the missing cases were either not notified by treating facilities or they were diagnosed and treated outside Basrah. Using a set of parameters, the pattern of cancer was consistent based on data of the household survey and data of the cancer registry but a gap still existed in the coverage of incident cancer and mortality by cancer registration. Integrated serious steps are required to contain the risk of cancer and its burden on the patient through improving the registration process, improving early detection, diagnostic and management capabilities and encouraging scientific research to explore the hidden risk factors and possible causes of low registration coverage. Periodic household surveys seemed feasible and essential to support routine registration.