• Title/Summary/Keyword: Severe

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Thermal Hydraulic Design Parameters Study for Severe Accidents Using Neural Networks

  • Roh, Chang-Hyun;Chang, Soon-Heung
    • Proceedings of the Korean Nuclear Society Conference
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    • 1997.10a
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    • pp.469-474
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    • 1997
  • To provide tile information ell severe accident progression is very important for advanced or new type of nuclear power plant (NPP) design. A parametric study, therefore was performed to investigate the effect of thermal hydraulic design parameters ell severe accident progression of pressurized water reactors (PWRs), Nine parameters, which are considered important in NPP design or severe accident progression, were selected among the various thermal hydraulic design parameters. The backpropagation neural network (BPN) was used to determine parameters, which might more strongly affect the severe accident progression, among mile parameters. For training. different input patterns were generated by the latin hypercube sampling (LHS) technique and then different target patterns that contain core uncovery time and vessel failure time were obtained for Young Gwang Nuclear (YGN) Units 3&4 using modular accident analysis program (MAAP) 3.0B code. Three different severe accident scenarios, such as two loss of coolant accidents (LOCAs) and station blackout(SBO), were considered in this analysis. Results indicated that design parameters related to refueling water storage tank (RWST), accumulator and steam generator (S/G) have more dominant effects on the progression of severe accidents investigated, compared to tile other six parameters.

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Treatment of Severe Henoch-Schoenlein Purpura Nephritis in Children (소아의 심한 헤노흐-쇤라인 자반증의 치료)

  • Shin, Jae-Il;Lee, Jae-Seung
    • Childhood Kidney Diseases
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    • v.14 no.1
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    • pp.10-21
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    • 2010
  • The overall prognosis of Henoch-Schoenlein purpura (HSP) is favorable, but severe nephritis has a high risk of progression to end stage renal failure. Recent studies emphasize the importance of early treatment in children with severe HSP nephritis, but the treatment of severe HSP nephritis still remains controversial due to the rarity of randomized controlled studies in this field. Nevertheless, several intensive therapies, such as intravenous high-dose methylprednisolone pulse, immunosuppressive/cytotoxic drugs, fibrinolytic therapy, anticoagulants, antiplatelet agent and plasma exchange, have been used in children with severe HSP nephritis. In this review, we focus on the treatment of severe HSP nephritis in children.

Single Cell Transcriptomic Re-analysis of Immune Cells in Bronchoalveolar Lavage Fluids Reveals the Correlation of B Cell Characteristics and Disease Severity of Patients with SARS-CoV-2 Infection

  • Chae Won Kim;Ji Eun Oh;Heung Kyu Lee
    • IMMUNE NETWORK
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    • v.21 no.1
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    • pp.10.1-10.13
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    • 2021
  • The coronavirus disease 2019 (COVID-19) pandemic (severe acute respiratory syndrome coronavirus 2) is a global infectious disease with rapid spread. Some patients have severe symptoms and clinical signs caused by an excessive inflammatory response, which increases the risk of mortality. In this study, we reanalyzed scRNA-seq data of cells from bronchoalveolar lavage fluids of patients with COVID-19 with mild and severe symptoms, focusing on Ab-producing cells. In patients with severe disease, B cells seemed to be more activated and expressed more immunoglobulin genes compared with cells from patients with mild disease, and macrophages expressed higher levels of the TNF superfamily member B-cell activating factor but not of APRIL (a proliferation-inducing ligand). In addition, macrophages from patients with severe disease had increased pro-inflammatory features and pathways associated with Fc receptor-mediated signaling, compared with patients with mild disease. CCR2-positive plasma cells accumulated in patients with severe disease, probably because of increased CCL2 expression on macrophages from patients with severe disease. Together, these results support the hypothesis that different characteristics of B cells might be associated with the severity of COVID-19 infection.

Severe Open Ankle Sprain (SOAS): A Case Report (중증 개방성 발목 염좌: 증례보고)

  • Yoon, Sung-Hyun;Hwang, Chang-Hwan
    • Journal of Trauma and Injury
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    • v.27 no.2
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    • pp.25-28
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    • 2014
  • Ankle injury is a very common injury. Especially it is the most commonly injured site in cases sports injuries. However, severe open ankle sprain (SOAS), defined as the tearing of the skin over the torn ligament in the ankle, is extremely rare, and no cases have been reported in Korea. In our center, we encountered a patient with a severe ankle open sprain, so we report and discuss that case.

Predictive Indicators for the Severity of Pediatric Trauma and the Prevention of Injuries According to the General Characteristics and Pre-hospital Factors of Severe Pediatric Trauma Patients (소아 중증 외상환자의 병원 전 요인에 따른 중증 손상의 예측과 손상의 예방)

  • Woo, Jae-Hyug;Yang, Hyuk Jun;Lim, Yong Su;Cho, Jin Seong;Kim, Jin Joo;Park, Won Bin;Jang, Jae Ho;Lee, Gun
    • Journal of Trauma and Injury
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    • v.27 no.3
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    • pp.43-49
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    • 2014
  • Purpose: Trauma is one of the most common causes of death for children, and identifying severely injured children quickly in an overcrowded emergency room (ER) is difficult. Therefore, severe injury must be prevented, and the severity of injuries in children must be determined easily from their general characteristics and pre-hospital factors. Methods: Injured children younger than 15 years of age who visited the ER from June 2011 to May 2013 were enrolled. According to the revised trauma score (RTS) of the patients, the study population was divided in two groups, a severe group (RTS<7) and a mild group ($RTS{\geq}7$). The general characteristics and the pre-hospital factors were compared between the two groups. Results: Six hundred seventy-three children were enrolled, their mean age was 8.03 (${\pm}4.45$) years, and 476 (70.73%) patients were male. Of these patients, 22 patients (3.27%) were in the severe group, and 651 patients (96.73%) were in the mild group. Fewer males were in the severe group than in the mild group (50.00% vs. 71.43%, p=0.030), and children in the severe group were younger than children in the mild group (3.50 vs. 8.00 years, p=0.049). In the severe group, toddlers (54.55%, p=0.036) were the most common age group. Severe injuries occurred more often in spring (32.81%) and summer (54.56%) than in autumn (9.09%) and winter (4.55%) (p=0.026). The most common places of injury in the severe group were roads (50.00%, p=0.009), and the most common mechanisms of injury in the severe group were traffic accidents (50.00%), followed by falls (31.82%) (p=0.011). Most severely injured children were transferred by ambulance (72.73%, p=0.000). Conclusion: The results of this study may be helpful for identifying severely injured children quickly in the field and the ER. To prevent severe pediatric injuries, precautions and policies based on these results should be established.

A ground theory approach on fatigue of the female elderly with osteoarthritis (관절염을 앓고 있는 노인 여성 피로 경험의 근거 이론적 접근)

  • Kwon, Young-Eun;Chung, Myung-Sill
    • Journal of muscle and joint health
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    • v.3 no.1
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    • pp.50-62
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    • 1996
  • The purpose of this study was to identify and construct a substantive theory about the experience of fatigue among the female elderly with osteoarthritis. The interviewees were 6 female elderly with osteoarthritis. Of them 3 were admitted General hospital, the remaining 3 didn't admitted hospital. The data were collected through in-depth interviews by the investigators from May 20th, 1995 to June 19th, 1995. The collected data were coded into concepts and categories according to Strauss & Corbin's grounded method. The data thus collected were analyzed immediatly after interviews and fed into next round of interviews until the data collection reaches the saturation point where no additional concepts emerge. The 35 concepts were from analyzing the grounded data. The results of this study were as follows : 'change of the health condition','change of the life pattern', 'physiologic change', 'change of the coping pattern', 'performance of homework', 'activity daily living', 'tireness', 'ache', 'change of general apperance', 'sleep disturbance', 'powerlessness'. 'Physiologic unbalance', 'change of the family dynamics', 'physical imbalance', 'loss of the control', aviodance', 'conversion', 'leaving', 'indifference', 'hesitation', 'the pursue of information and trial', 'the western therapy', 'heat therapy', 'the oriental therapy','exercise', 'weight control', 'support', 'solution', 'being as before', 'adding more'. Six categories emerged from the analysis of ground data. They were as follows : 'stimuli', 'fatigue', 'passive coping', 'active coping', 'disolution', 'remains'. 13 hypothesis were derived from the integration of categories as follows : 1. The stronger the stimulus as perceived by the subjects, the more the fatigue will exrerience. 2. The more severe the fatigue, the more severe the tireness. 3. The more severe the fatigue, the more the hardness. 4. The more severe the fatigue, the more the variability of appear will experience. 5. The more severe the fatigue, the more the pain will experience. 6. The more severe the fatigue, the more the insomnia will experience. 7. The more severe the fatigue, the more the powerless will experience. 8 The more severe the fatigue, the more the psychological unbalance will experience. 9. The more severe the fatigue, the more variability of the family dynamics will experience. 10. The more severe the fatigue, the more the physical unbalance will experience. 11. The more severe the fatigue, the more loss of control will experience. 12. The subjects who experienced the fatigue will be to show passive coping and active coping mechanism.

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Performance of Prediction Models for Diagnosing Severe Aortic Stenosis Based on Aortic Valve Calcium on Cardiac Computed Tomography: Incorporation of Radiomics and Machine Learning

  • Nam gyu Kang;Young Joo Suh;Kyunghwa Han;Young Jin Kim;Byoung Wook Choi
    • Korean Journal of Radiology
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    • v.22 no.3
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    • pp.334-343
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    • 2021
  • Objective: We aimed to develop a prediction model for diagnosing severe aortic stenosis (AS) using computed tomography (CT) radiomics features of aortic valve calcium (AVC) and machine learning (ML) algorithms. Materials and Methods: We retrospectively enrolled 408 patients who underwent cardiac CT between March 2010 and August 2017 and had echocardiographic examinations (240 patients with severe AS on echocardiography [the severe AS group] and 168 patients without severe AS [the non-severe AS group]). Data were divided into a training set (312 patients) and a validation set (96 patients). Using non-contrast-enhanced cardiac CT scans, AVC was segmented, and 128 radiomics features for AVC were extracted. After feature selection was performed with three ML algorithms (least absolute shrinkage and selection operator [LASSO], random forests [RFs], and eXtreme Gradient Boosting [XGBoost]), model classifiers for diagnosing severe AS on echocardiography were developed in combination with three different model classifier methods (logistic regression, RF, and XGBoost). The performance (c-index) of each radiomics prediction model was compared with predictions based on AVC volume and score. Results: The radiomics scores derived from LASSO were significantly different between the severe AS and non-severe AS groups in the validation set (median, 1.563 vs. 0.197, respectively, p < 0.001). A radiomics prediction model based on feature selection by LASSO + model classifier by XGBoost showed the highest c-index of 0.921 (95% confidence interval [CI], 0.869-0.973) in the validation set. Compared to prediction models based on AVC volume and score (c-indexes of 0.894 [95% CI, 0.815-0.948] and 0.899 [95% CI, 0.820-0.951], respectively), eight and three of the nine radiomics prediction models showed higher discrimination abilities for severe AS. However, the differences were not statistically significant (p > 0.05 for all). Conclusion: Models based on the radiomics features of AVC and ML algorithms may perform well for diagnosing severe AS, but the added value compared to AVC volume and score should be investigated further.

A Study for Risk Factors of Mild and Moderate.Severe Hypertension (경증고혈압, 확정역고혈압의 위험요인에 관한 연구)

  • Kim, Eun-Ju
    • Research in Community and Public Health Nursing
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    • v.9 no.2
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    • pp.350-361
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    • 1998
  • In an attempt to examine the risk factors and analyze an odds ratio for risk factors associated with mild and moderate. severe hypertension, this study was carried out from August, 1987 to September, 1997. From periodic health examinations of insured adults, 747 subjects were assigned to nomotensives, mild hypertensives and moderate' severe hypertensives. Major findings obtained from the study are as follows: 1. The Body mass index(BMI) was revealed a significant difference among the 3 groups. Also, there was a significant positive correlation between the BMI and systolic, dyastolic blood pressure. 2. Cholesterol was revealed to be significantly different among the 3 groups. Also, there was a significant positive correlation between the cholesterol and systolic, dyastolic blood pressure. 3. Urine protein and a cardiovascular family history was revealed to be significantly different among the 3 groups. The presence of urine protein and cardiovascular family history were significantly higher in hypertensives than nomotensives. 4. A preference for salty food, a preference for flesh and the frequency of flesh eating were not significantly different among the 3 groups. 5. Smoking habits, frequency and duration of cigarette smoking were not significantly different among 3 groups. 6. The habit of alcohol consumption and the frequency and duration of alcohol consumption were not significantly different among the 3 groups. 7. The habit of exercise and its frequency and duration were not significantly different among the 3 groups. 8. Statistically significant elevated odds ratios were noted in the following BMI(mild hypertensives; 2.48, moderate. severe hypertensives ; 4.65), urine protein(mild hypertensives ; 2.37, moderate. severe hypertensives; 6.77), cholesterol(moderate. severe hypertensives ;1.64), cardiovascular family histoy(moderate severe hypertensives; 4.77). Based on these results, the significant risk factors of mild, moderate. severe hypertension were BMI, cholesterol, urine protein, and family history, but diet, smoking, alcohol consumption, and exercise had no significant association.

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The Causes of Death of the Institutionalized Population of Kkottongnae : Comparison between Severe Mental Illness Group(SMI) and Non-Severe Mental Illness Group(Non-SMI) (SMI군과 Non-SMI군의 사망원인 비교분석 : 일 장기요양기설 입소자를 대상으로)

  • Moon, Su Jin;Kim, Kyoung Hoon;Song, Ji Young;Paik, Jong-Woo
    • Korean Journal of Biological Psychiatry
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    • v.16 no.3
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    • pp.198-204
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    • 2009
  • Objectives : Schizophrenia and other psychiatric disorder are associated with an increased risk of premature death. For decades, there have been reports of shorter life expectancy among those with severe mental illness. The purpose of this study was to compare the risk of mortality among institutionalized population, treated for severe mental illness to control group who did not have severe mental illness. Methods : The medical records and the death certificates of 2,029 institutionalized population who had died from 1985 to 2003 in Kkottongnae were investigated. Results : The mean age of the death of severe mental illness(SMI) group(51.4${\pm}$15.3 years old) was lower than that of non-severe mental illness(non-SMI) group(65.0${\pm}$19.3 years old) and it was statistically significant(p<0.0001). The most causes of death among the SMI group were respiratory diseases(23.3%), infectious disease (13.0%) and digestive disease(12.3%). Also, we found that the death due to injuries of the SMI group(8.9%) were three times higher than that of non-SMI group(2.5%). The most causes of death among the non-SMI group were respiratory disease(26.3%), circulatory disease(26.2%) and neoplasm(10.8%). Conclusion : The SMI group demonstrated higher mortality rates compared with the rate in the non-SMI group. The finding suggests that careful intervention is needed not only for menal health but also physical health in long-term facilities.

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Distal Chevron Osteotomy for the Treatment of Moderate and Severe Hallux Valgus (증등도 및 중증 무지 외반증 치료에서 원위부 갈매기형 절골술의 적용)

  • Yoon, Jun-O;Lee, Ho-Seung;Leu, Suk-Woo;Lee, Ki-Won;Oh, Se-Kwan
    • Journal of Korean Foot and Ankle Society
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    • v.7 no.2
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    • pp.166-173
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    • 2003
  • Purpose: We assessed the treatment result of the distal chevron osteotomy in the patients with moderate to severe hallux valgus. Materials and Methods: In a total of 28 cases of hallux valgus in 20 patients, underwent distal chevron osteotomy between July 1999 and February 2001, were enrolled in this study. 21 cases were moderate and 7 cases were severe. The preoperative average hallux valgus angle and 1st-2nd intermetatarsal angle of the two groups were $31.5^{\circ}$, $15.8^{\circ}$ in moderate cases and $44.1^{\circ}$, $17.3^{\circ}$ in severe cases, respectively. Radiologic evaluation was done preoperatively, postoperatively and on the final follow-up visit using weight-bearing radiographic imaging to determine the hallux valgus angle and 1st-2nd intermetatarsal angle. Results: Radiographic evaluation revealed hallux valgus angle and 1st-2nd intermetatarsal angle in moderate cases to be $13.0^{\circ}$, $11.3^{\circ}$ (postoperatively and in severe cases $15.6^{\circ}$, $10.9^{\circ}C$, postoperatively. On final follow up, the results were $14.5^{\circ}$, $11.6^{\circ}$ in moderate cases and $18.3^{\circ}$, $11.9^{\circ}$ in severe cases, respectively. Conclusion: Distal chevron osteotomy can be usefully applied to the treatment of moderate to severe hallux valgus.

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