• International journal of advanced smart convergence
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• 제9권4호
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• pp.115-119
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• 2020

Recently, CCTV installations are rapidly increasing in the public and private sectors to prevent various crimes. In accordance with the increasing number of CCTVs, video-based abnormal behavior detection in control systems is one of the key technologies for safety. This is because it is difficult for the surveillance personnel who control multiple CCTVs to manually monitor all abnormal behaviors in the video. In order to solve this problem, research to recognize abnormal behavior using deep learning is being actively conducted. In this paper, we propose a model for detecting abnormal behavior based on the deep learning model that is currently widely used. Based on the abnormal behavior video data provided by AI Hub, we performed a comparative experiment to detect anomalous behavior through violence learning and fainting in videos using 2D CNN-LSTM, 3D CNN, and I3D models. We hope that the experimental results of this abnormal behavior learning model will be helpful in developing intelligent CCTV.

• 한국화재소방학회논문지
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• 제27권6호
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• pp.122-128
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• 2013

본 연구는 2010년 1월 1일부터 2011년 12월 31일까지 2년간 119구급대로 이송된 병원 전 제세동 가능한 심정지 환자를 대상으로 연구를 진행하였으며 연구대상자들의 구급활동일지와 구급지령서를 분석하였다. 119구급상황관리센터 상황요원(Dispatcher)이 가장 많이 예측한 지령은 실신으로 74건(33.3%)이었다. 다양하게 예측된 지령 중 실신, 흉통, 전신쇠약, 기타와 같은 지령은 심정지로 예측 불가능한 지령으로 112건(50.5%)을 차지하였으며, 심정지로 예측 가능한 의식장애, 호흡곤란, 무호흡, 심정지, 경련과 같은 지령은 110건(49.5%)을 차지하였다. 이 때 심정지로 예측 가능한 지령에서 목격자의 심폐소생술이 유의하게 높았다. 이와 같이 상황요원은 환자의 의식평가와 호흡평가를 구체적으로 질문하여 심정지를 정확하게 분류해야하며, 이렇게 분류된 심정지 환자는 목격자가 심폐소생술을 할 수 있도록 지도해야 한다. 또한 상황요원에 의해 심정지로 예측 가능한 지령(49.5%)을 받은 구급대원뿐만 아니라 심정지로 예측 불가능한 지령(50.5%)에서도 심정지가 아니라고 정확하게 판단되지 않았다면 현장 구급대원은 심정지 상황에 대비하여 현장출동 준비를 해야 한다.

• 대한전자공학회논문지SP
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• 제48권1호
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• pp.111-121
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• 2011

지능형 비디오 분석시스템은 불특정 다수의 객체가 가지는 행동을 분석하고, 불의의 사고를 사전에 예측하여 관리자에게 경고를 전달하는 기술을 필요로 한다. 본 논문은 적응적으로 배경을 생성하여 월담, 실신, 버려진 물체, 배회와 같이 사전에 정의된 이상행위를 분석하는 기술을 제안한다. 제안된 비디오 분석 시스템은 배경 생성과 이상 행위 분석 모듈로 구성된다. 강건한 배경 생성을 위해서 영상 내의 움직임 변화를 검출하여 매 순간마다 움직임이 없는 영역을 지속적으로 갱신하고, 이를 기반으로 객체를 검출한다. 또한 객체 검출의 정확성을 높이기 위해 검출된 결과에서 잡음과 그림자 제거 단계를 추가하였다. 이상행위 분석 모듈에서는 검출된 객체로부터 무게 중심, 실루엣, 크기, 이동 궤적 정보를 추출한다. 이때 이상행위의 판단은 월담, 실신, 버려진 물체, 배회에 따라 시나리오 환경으로 구성하고 분석하였다. 실험 결과에서 제안된 시스템은 복잡한 배경 환경에서도 이동 객체 검출 및 이상행위 분석이 가능하였다.

• Mass Spectrometry Letters
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• 제3권2호
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• pp.50-53
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• 2012

After success of sildenafil for the treatment of erectile dysfunction, a large number of its analogues have been approved from FDA. Recently, the illegal dietary supplements which include sildenafil, vardenafil, tadalafil, or analogues of these drugs as ingredient have been widely distributed. Therefore, the determination of the residue of synthetic phosphodiesterase- 5 (PDE-5) inhibitors in dietary supplements is highly required due to indiscriminate and unintentional overdose caused nausea, chest pains, fainting and irregular heartbeat. In this paper, we report a rapid and sensitive analytical method for the simultaneous determination of nine phosphodiesterase-5 inhibitors by liquid chromatography-high resolution mass spectrometry. The present method was found to be accurate and reproducible with 40 ${\mu}g$/g of the limit of quantification for the nine PDE-5 inhibitors. The developed method can be successfully applied to the analysis of the seven illegal dietary supplements.

• Annals of Clinical Neurophysiology
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• 제3권1호
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• pp.43-46
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• 2001

Acute pandysautonomic neuropathy(APN) is an uncommon clinical entitiy involving vasomotor, sudomotor, pupilomotor, secretomotor and other autonomic systems. Both sympathetic or parasympathetic fibers are involved with relative preservation of somatic sensory and motor function. Although APN shares several clinical features with GBS, it is not clear whether APN is a subvariety of GBS. We report two young patients with APN. Patient 1 was a 18-year-old girl with recurrent fainting spells. Patient 2 was a 23-year-old man sufferring from unexplained nausea and vomiting. Both had a history of previous upper respiratory infection. They presented with gastroparesis, anhydrosis and orthostatic hypotension. Mild numbness and tingling sense was present, but motor power was intact. Neurologic examination showed bilateral tonic pupil, decreased pain and vibration sense, and absent tendon reflexes. Nerve conduction study indicated diffuse sensorimotor polyneuropathy. Nerve biopsy in patient 2 revealed axonal degeneration. After conservative management, gastrointestinal symptoms were improved in patient 2, however, patient 1 suffered from the symptoms lasting more than several months. These cases suggest that post-infectious dysautonomic symptoms in young patient may indicate the diagnosis of APN. Although the natural course is generally benign, accurate diagnosis and proper management may be mandatory for the better clinical outcome.

• 한국멀티미디어학회논문지
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• 제13권2호
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• pp.225-236
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• 2010

본 논문은 카메라 영상 정보와 기울기 센서 정보를 통합한 바이모달 응급상황 인식방법을 제안한다. 제안된 방법은 어느 한 센서가 오작동 하거나 사용자가 착용형 기울기 센서를 착용하지 않거나, 영상 획득의 어려움이 있는 욕실과 같은 곳에 있는 경우에도 응급 상황을 감지하여 센서 간에 상호 협력과 보완을 함으로써 응급 상황을 인식할 수 있다. 본 논문에서는 HMM 학습 및 인식을 통해 걷는 동작, 바닥에 앉는 동작, 소파에 앉는 동작, 눕는 동작, 기절 동작을 판단할 수 있도록 하였다. 영상의 특징 벡터와 기울기 센서의 특징 벡터를 결합하여 학습하고 인식했을 때, 인식률의 향상을 가져올 수 있었다. 또한 다양한 조명의 변화에도 적응적 배경 모델을 통해 움직이는 객체를 강건하게 검출할 수 있어서 높은 인식률을 유지할 수 있었다.

• Child Health Nursing Research
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• 제22권4호
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• pp.370-378
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• 2016

Purpose: The purpose of this study was to examine current status of somatic symptoms of late school-aged children using the school health clinic and to investigate the influence of perceived attachment security and social support on their somatic symptoms. Methods: For this descriptive study, self-report questionnaires were completed by fifth and sixth graders attending 'A' elementary school in Gyeonggi-do. Data from 216 students were included. Data analysis included descriptive statistics, t-test, ANOVA, Pearson correlation coefficient, and multiple regression analysis. Results: Most frequent somatic symptoms were headache, fainting, backache, numbness in a body part, and muscle ache in that order. More frequent somatic symptoms were reported by girls, students who recognized their family SES as low, students who used school health clinic often and students who were dissatisfied with school life. Somatic symptom showed negative correlations with attachment stability and perceived social support from family and teachers. In the regression analysis, the variables; low attachment stability, female gender, and low satisfaction with school affected more frequent somatic symptoms. Conclusion: Careful monitoring of late school-aged children expressing frequent somatic symptoms is required. Intervention programs to improve attachment security and satisfaction with school should be developed for school children, especially girls, presenting with somatic symptoms.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2004년도 춘계학술대회논문집
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• pp.1014-1017
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• 2004

The Street of Arts Is a famous site for artists as well as tourists in Gwangju, as it harbors clusters of galleries, antique shops, and dealers of materials for fainting and calligraphy, studded with ateliers and traditional tea huts. It is the mecca of arts which Gwangju-ites, who boast of themselves being in the 'Land of Arts', take great pride in, and it has been deemed as symbolizing the cultural excellence of Gwangju and the Honam area. Recently, however, it has been repeatedly pointed out that its glory has been somewhat tamished, and there have been numerous efforts made to restore its declining image. As a way to restore and enhance the image of the Street of Arts, it was decided to apply a soundscape to the area. As on initial step for designing the soundscape, the following questions were researched: How many kinds of sounds generated in the street were perceived by residents and passers-by\ulcorner How did people feel about the sounds\ulcorner The results were analyzed to determine which sounds would be most suitable for enhancing the image of the 'Street of Arts'.treet of Arts'.pos;.

• Journal of Chest Surgery
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• 제15권4호
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• pp.402-408
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• 1982

The primary cardiac tumor was considered as a form of disease with poor prognosis in the past and it was hardly diagnosed before post mortem autopsy. But recent development of diagnostic procedure and the cardiac surgery using extracorporeal circulation increased the accuracy of diagnosis and the opportunity of successful treatment. The authors present two cases of left atrial myxoma which experienced during recent 4 years between 1979 and 1982. A 33 year old woman admitted with severe shortness of breath, generalized edema, ascites and the evidence of hepatopathy resulted from right sided heart failure. Preoperatively, the patient was treated with conservative medication to improve general condition for a few days. The tumor mass was removed successfully under the cardiopulmonary bypass. She, however, died of myocardial dysfunction showing low blood pressure. The tumor mass weighed 22gm and measured 5.2x4.5x3.6 cm in size. A 60 year old man admitted with shortness of breath on exertion and an episode of fainting. Following the removal of tumor mass under the cardiovascular bypass, the clinical course was satisfactory with no complication. The tumor mass weighed 105gm and measured 9x4x5 cm in size.

• Journal of Dental Anesthesia and Pain Medicine
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• 제20권3호
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• pp.165-171
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• 2020

The congenital long QT syndrome (LQTS) is an inherited cardiac disorder characterized by increased QT intervals and a tendency to experience ventricular tachycardia, which can cause fainting, heart failure, or sudden death. A 4-year-old female patient undergoing velopharyngeal correction surgery under general anesthesia suddenly developed Torsades de pointes. Although the patient spontaneously resolved to sinus rhythm without treatment, subsequent QT prolongation persisted. Here, we report a case of concealed LQTS with a literature review.