• Korean Journal of Acupuncture
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• 제33권2호
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• pp.58-66
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• 2016

Objectives : In order to find a possible non-invasive manipulation tool for maintenance of the cardiovascular functions in hemorrhagic shock, this study was aimed at evaluating effects of acupoints acupressure on the changes in blood pressure and heart rate from an animal model of hemorrhagic shock. Methods : In adult Sprague-Dawley rats, hemorrhagic shock was induced by a withdrawal of arterial blood from the femoral artery with volume of 0.8 ml per 100 g of body weight using peristaltic syringe pump. We applied the acupressure with a pressure oscillator to tail as a control and 2 different acupoints of sobu(HT8), youngchun(KI1) under 3 different conditions : 1) normal arterial blood pressure without bleeding, 2) at the beginning of bleeding, and finally 3) hemorrhagic shock. Results : Under normal arterial blood pressure without hemorrhage, there was a significant increase in systolic and diastolic blood pressures by the acupressure to the tail, HT8 and especially KI1 for 30 sec compared with before acupressure. Under hemorrhagic shock condition, the tail acupressure had minimal changes in cardiovascular parameters. Either the HT8 or KI1 acupressure resulted in a significant increase in arterial pressure but did not heart rate. At the beginning of bleeding, tail acupressure failed to change the reduction of arterial pressure and heart rate. However, there was a significant increase in blood pressure and heart rate following either the HT8 or especially KI1 acupressure. Conclusions : HT8 and KI1 acupressure affected cardiovascular signs but tail acupressure did not in rat model of hemorrhagic shock. These experimental data suggest that a acupressure with a pressure oscillator to HT8 or KI1 can be one of alternative emergency manipulations to ameliorate compromised cardiovascular functions under hemorrhagic shock condition.

• Journal of Veterinary Science
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• 제21권1호
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• pp.6.1-6.12
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• 2020

Currently, the optimal resuscitation fluid remains debatable. Therefore, in the present study, we designed a trometamol-balanced solution (TBS) for use as a resuscitation fluid for hemorrhagic shock. Hemorrhagic shock was induced in 18 male Wistar-Kyoto rats, which were assigned to normal saline (NS), Ringer's solution (RS), and TBS groups. During the hemorrhagic state, their hemodynamic parameters were recorded using an Abbott i-STAT analyzer with the CG4+ cartridge (for pH, pressure of carbon dioxide, pressure of oxygen, total carbon dioxide, bicarbonate, base excess, oxygen saturation, and lactate), the CG6+ cartridge (for sodium, potassium, chloride, blood glucose, blood urea nitrogen, hematocrit, and hemoglobin), and enzyme-linked immunosorbent assay kits (calcium, magnesium, creatinine, aspartate aminotransferase, alanine aminotransferase, bilirubin, and albumin). Similar trends were found for the parameters of biochemistries, electrolytes, and blood gas, and they revealed no significant changes after blood withdrawal-induced hemorrhagic shock. However, the TBS group showed more effective ability to correct metabolic acidosis than the NS and RS groups. TBS was a feasible and safe resuscitation solution in this study and may be an alternative to NS and RS for resuscitation in hemorrhagic shock patients without liver damage.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2009년도 정보 및 제어 심포지움 논문집
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• pp.132-134
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• 2009

Hemorrhagic shock is a common cause of death in emergency rooms. Since the symptoms of hemorrhagic shock occur after shock has considerably progressed, it is difficult to diagnose shock early. The purpose of this study was to improve early diagnosis of hemorrhagic shock using a survival prediction model in rats. We measured ECG, blood pressure, respiration and temperature in 45 Sprague-Dawley rats, and then obtained a logistic regression equation predicting survival rates. Area under the ROC curves was 0.99. The Hosmer-Lemeshow goodness-of-fit chi-square was 0.86(degree of freedom=8, p=0.999). Applying the determined optimal boundary value of 0.25, the accuracy of survival prediction was 94.7%

• 대한의용생체공학회:의공학회지
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• 제33권3호
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• pp.148-154
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• 2012

Hemorrhagic shock is a primary cause of deaths resulting from injury in the world. Although many studies have tried to diagnose accurately hemorrhagic shock in the early stage, such attempts were not successful due to compensatory mechanisms of humans. The objective of this study was to construct a survival prediction model of rats in acute hemorrhagic shock using a random forest (RF) model. Heart rate (HR), mean arterial pressure (MAP), respiration rate (RR), lactate concentration (LC), and peripheral perfusion (PP) measured in rats were used as input variables for the RF model and its performance was compared with that of a logistic regression (LR) model. Before constructing the models, we performed 5-fold cross validation for RF variable selection, and forward stepwise variable selection for the LR model to examine which variables were important for the models. For the LR model, sensitivity, specificity, accuracy, and area under the receiver operating characteristic curve (ROC-AUC) were 0.83, 0.95, 0.88, and 0.96, respectively. For the RF models, sensitivity, specificity, accuracy, and AUC were 0.97, 0.95, 0.96, and 0.99, respectively. In conclusion, the RF model was superior to the LR model for survival prediction in the rat model.

• 대한의용생체공학회:의공학회지
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• 제33권1호
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• pp.1-7
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• 2012

Hemorrhagic shock is a common cause of death in emergency rooms. Early diagnosis of hemorrhagic shock makes it possible for physicians to treat patients successfully. Therefore, the purpose of this study was to select an optimal survival prediction model using physiological parameters for the two analyzed periods: two and five minutes before and after the bleeding end. We obtained heart rates, mean arterial pressures, respiration rates and temperatures from 45 rats. These physiological parameters were used for the training and testing data sets of survival prediction models using an artificial neural network (ANN) and support vector machine (SVM). We applied a 5-fold cross validation method to avoid over-fitting and to select the optimal survival prediction model. In conclusion, SVM model showed slightly better accuracy than ANN model for survival prediction during the entire analysis period.

• Journal of Preventive Medicine and Public Health
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• 제40권4호
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• pp.313-320
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• 2007

Objectives : To evaluate the association between body mass index (BMI) and hemorrhagic stroke. Methods : A case-control study was conducted on 2,712 persons (904 cases, 904 hospital controls, and 904 community controls) participating in an Acute Brain Bleeding Analysis study from October 2002 to March 2004. Two controls for each case were matched according to age and gender. The information was obtained by trained interviewers using standardized questionnaire. A conditional logistic regression model was used to estimate the association between BMI and the frequency of having a hemorrhagic stroke. Results : Obese men (25.0 $\leq$ BMI < $30.0\;kg/m^2$) had an odds ratios (OR) of 1.39 (95% CI 1.03 to 1.87) a hemorrhagic stroke, compared to men with a normal BMI (18.5 to $24.9\;kg/m^2$). Conversely, women with lower BMI had a higher risk of having hemorrhagic stroke. With respect to subtypes of hemorrahagic stroke, we observed about a three-fold increase in the risk of intracerebral hemorrhage (ICH) in the highly obese group. However, these trends were not significant in patients with subarachnoid hemorrhages. Conclusions : Obesity was identified as one of the risk factors in hemorrhagic stroke, in particular ICH. Conversely, in women, a lean body weight increases the risk of hemorrhagic stroke. Consequently, managing one's weight is essential to reduce the risks of hemorrhagic stroke.

• 전자공학회논문지SC
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• 제47권1호
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• pp.56-61
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• 2010

출혈성 쇼크는 응급실에서 일어나는 사망 원인의 많은 부분을 차지하고 있다. 본 연구의 목적은 출혈량에 따라 변화하는 생리적인 변수들의 특징을 알아보는 것이다. 또한 이를 이용하여 전체 혈액량 대비 손실된 혈액의 비율을 산출하는 선형회귀분석 모델을 만드는 것이다. 총 60마리의 흰쥐를 출혈량에 따라 체중 100g 당 15분 동안 0ml, 2ml, 2.5ml 3ml로 정하여 총 4그룹으로 나누었다. 출혈 중에 변화하는 심박수, 수축기혈압, 이완기혈압, 호흡수, 체온 등을 분석하였다. 분석한 데이터를 무작위로 나누어 360개의 데이터 세트를 선형회귀 분석모델을 만드는데 사용했고 이 모델의 R (결정계수) 제곱 값은 0.80이었다. 나머지 360개의 데이터를 이용하여 만든 모델을 시험한 결과, 추정된 손실 혈액의 비율의 RMS (root mean square) 오차 값은 5.7%가 나왔다. 비록 선형회귀분석모델이 직접적으로 실제 임상에서 사용될 수 없지만 추가적인 연구를 통해 이 방법이 출혈성 쇼크의 소생술을 시행하는데 필요한 용액의 양을 결정하는데 도움을 줄 수 있을 것으로 생각된다.

• 전자공학회논문지SC
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• 제48권2호
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• pp.47-55
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• 2011

전 세계적으로 상해로 인한 사망자 중 1/3의 직접적인 사망 원인은 출혈성 쇼크이다. 그러나 초기 쇼크에서 이를 정확히 예측할 수 있다면 신속한 치료가 가능하여 그 피해를 줄일 수 있다. 본 논문의 목적은 흰쥐의 대퇴부정맥을 통해 일정량의 출혈을 시키면서 변화하는 생리적 변수인 심박수, 수축기 혈압, 평균 동맥압, 호흡수, 체온 데이터로 최적의 생존 예측 모델을 제시하여 출혈성 쇼크를 조기 진단하는 것이다. 예측 모델로는 최근 많이 연구되는 인공신경망과 지원벡터기계 방법을 사용하였다. 과대적합을 피하고 최적의 모델을 선정하기 위해 10-fold cross validation을 수행하였을 때, 인공신경망의 경우 은닉노드 수가 3개인 모델이 가장 우수한 성능을 보였고, 지원벡터기계에서는 가우시안 커널함수를 이용한 모델이 가장 우수한 성능을 보였다. 평가 데이터 세트를 이용하여 각각의 생존 예측 모델을 평가한 결과 인공신경망의 경우 민감도 88.9 %, 특이도 96.7 %와 정확도 92.0 %를 보였고, 지원벡터기계의 경우 민감도 97.8 %, 특이도 95.0 %와 정확도 96.7 %를 보였다. 따라서 출혈에 따른 흰쥐의 생존 예측에서 지원벡터기계가 인공신경망보다 더 우수한 성능을 보이는 것을 확인하였다.

• 대한중풍순환신경학회지
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• 제10권1호
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• pp.1-7
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• 2009

Objectives : This Study was prepared for investigating the safety of oriental medicine and continuous intravenous urokinase combined therapy in acute cerebral infarction. Methods : We prospectively estimate safety of hemorrhagic transformation occurred in oriental medical therapy and continuous intravenous urokinase combined therapy. We estimate National Institute of Health Stroke Scale Score and Modified Barthel Index. Results : Hemorrhagic transformation was not noted. and Others are not fatal complication. Conclusions : oriental medical therapy and continuous intravenous urokinase combined therapy are safety method in treatment of acute cerebral infarction. We think this can be a good model of Oriental and western cooperative therapy.

• Journal of Trauma and Injury
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• 제33권3호
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• pp.140-143
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• 2020

Resuscitative endovascular balloon occlusion of the aorta (REBOA) has been accepted as an adjunct procedure for non-compressible torso hemorrhage in patients with hemorrhagic shock. With appropriate indications, REBOA should be performed for resuscitation regardless of the physician's specialty. Despite its effectiveness in traumatized patients with hemorrhagic shock, performing REBOA has been challenging due to physicians' lack of experience. Even though training in endovascular skills is mandatory, many physicians cannot undergo sufficient training because of the limited number of endovascular simulation programs. Herein, we share simulation video clips, including those of a vascular circuit model for simulation; sheath preparation; long guidewire and balloon catheter preparation; ultrasound-guided arterial access; sheath insertion or upsizing; and balloon positioning, inflation, and migration. The aim of this study was to provide educational video clips to improve physicians' endovascular skills for REBOA.