• Title/Summary/Keyword: respiratory model

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Pneumonia Detection from Chest X-ray Images Based on Sequential Model

  • Alshehri, Asma;Alharbi, Bayan;Alharbi, Amirah
    • International Journal of Computer Science & Network Security
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    • v.22 no.4
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    • pp.53-58
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    • 2022
  • Pneumonia is a form of acute respiratory infection that affects the lungs. According to the World Health Organization, pneumonia is the leading cause of death for children worldwide. As a result, pneumonia was the top killer of children under the age of five years old in 2015, which is 15% of all deaths worldwide. In this paper, we used CNN model architectures to compare between the result of proposed a CNN method with VGG based model architecture. The model's performance in detecting pneumonia shows that the proposed model based on VGG can classify normal and abnormal X-rays effectively and more accurately than the proposed model used in this paper.

Prevalence and environmental risk factors for respiratory symptoms among elementary school children in a city (도시지역 초등학교 저학년 학생들의 호흡기계 증상 유병률에 영향을 주는 환경위험요인)

  • Park, Hye-Sook;Lee, Bo-Eun;Ha, Eun-Hee;Kim, Nam-Hee;Hong, Yun-Chul;Lee, Youn-Kyung;Cho, Yong-Sung
    • Journal of the Korean Society of School Health
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    • v.16 no.2
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    • pp.1-11
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    • 2003
  • PURPOSE: The aim of our study was to assess the prevalence of respiratory symptoms and to determine their environmental risk factors in school children living in a city where traffic is particularly heavy. METHODS: From November 12th to November 19th, 2002, we sent questionnaires to parents for children's health and environmental factors, and ninety eight percent (516) of parents responded. RESULTS: The lifetime prevalence of chronic respiratory illness was 12.2% and 13.2% for wheeze, and 6.6% for physician diagnosed asthma. Using multiple logistic regression model, we found that family history of asthma(OR=3.47, 95% CI 1.36-8.78), atopy dermatitis(OR=5.48, 95% CI 2.37-12.66), and pets at home(OR=3.22, 95% CI 1.26-8.23) were associated with chronic respiratory illness in last 12 months. We also found that family history of asthma(OR=3.28, 95% CI 1.16-9.31), atopy dermatitis(OR=2.89, 95% CI 1.11-7.54), and short distance between the house and road(OR=2.85, 95% CI 1.03-7.87) were associated with asthma in last 12 months. CONCLUSIONS: Elementary school children in a city had a relatively high prevalence of chronic respiratory illness and symptoms. In addition to genetic factors, pets at home and outdoor air pollution are associated with respiratory illness and Symptoms in school children.

Hypoxia Induced High Expression of Thioredoxin Interacting Protein (TXNIP) in Non-small Cell Lung Cancer and its Prognostic Effect

  • Li, Yan;Miao, Li-Yun;Xiao, Yong-Long;Huang, Mei;Yu, Min;Meng, Kui;Cai, Hou-Rong
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.7
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    • pp.2953-2958
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    • 2015
  • Although associations between thioredoxin interacting protein (TXNIP) and cancers have been recognized, the effects of TXNIP on non-small cell lung cancer (NSCLC) prognosis remained to be determined in detail. In addition, while hypoxia is a key characteristic of tumor cell growth microenvironment, the effect of hypoxia on TXNIP expression is controversial. In this study, formaldehyde fixed and paraffin embedded (FFPE) samples of 70 NSCLC patients who underwent resection between January 2010 and December 2011 were obtained. Evaluation of TXNIP and hypoxia inducible factor-$1{\alpha}$ ($HIF-1{\alpha}$) protein expression in FFPE samples was made by immunohistochemistry. By Kaplan-Meier method, patients with high TXNIP expression demonstrated a significantly shorter progression free survival (PFS) compared with those with low TXNIP expression (18.0 months, 95%CI: 11.7, 24.3 versus 23.0 months, 95%CI: 17.6, 28.4, P=0.02). High TXNIP expression level was also identified as an independent prognostic factor by Cox regression analysis (adjusted hazard ratio: 2.46; 95%CI: 1.08, 5.56; P=0.03). Furthermore, TXNIP expression was found to be significantly correlated with $HIF-1{\alpha}$ expression (Spearman correlation=0.67, P=0.000). To further confirm correlations, we established a tumor cell hypoxic culture model. Expression of TXNIP was up-regulated in all three NSCLC cell lines (A549, SPC-A1, and H1299) under hypoxic conditions. This study suggests that hypoxia induces increased TXNIP expression in NSCLC and high TXNIP expression could be a poor prognostic marker.

Knowledge and Attitudes of Indonesian General Practitioners Towards the Isoniazid Preventive Therapy Program in Indonesia

  • Winardi, Wira;Nalapraya, Widhy Yudistira;Sarifuddin, Sarifuddin;Anwar, Samsul;Yufika, Amanda;Wibowo, Adityo;Fadhil, Iziddin;Wahyuni MS, Hendra;Arliny, Yunita;Yanifitri, Dewi Behtri;Zulfikar, Teuku;Harapan, Harapan
    • Journal of Preventive Medicine and Public Health
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    • v.55 no.5
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    • pp.428-435
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    • 2022
  • Objectives: The Indonesian Ministry of Health launched isoniazid preventive therapy (IPT) in 2016, with general practitioners (GPs) at the frontline of this program. However, the extent to which GPs have internalized this program remains uncertain. The aim of this study was to identify the knowledge and attitudes of GPs towards the IPT program in Indonesia. Methods: This study used an online, self-administered questionnaire distributed via e-mail and social messaging services. A logistic regression model was employed to identify the explanatory variables influencing the level of knowledge and attitudes toward IPT among GPs in Indonesia. An empirical analysis was conducted separately for each response variable (knowledge and attitudes). Results: Of the 418 respondents, 128 (30.6%) had a good knowledge of IPT. Working at a public hospital was the only variable associated with good knowledge, with an adjusted odds ratio (aOR) of 1.69 (95% confidence interval [CI], 1.02 to 2.81). Furthermore, 279 respondents (66.7%) had favorable attitudes toward IPT. In the adjusted logistic regression analysis, good knowledge (aOR, 0.55; 95% CI, 0.34 to 0.89), 1-5 years of work experience (aOR, 2.09; 95% CI, 1.21 to 3.60), and having experienced IPT training (aOR, 0.48; 95% CI, 0.25 to 0.93), were significantly associated with favorable attitudes. Conclusions: In general, GPs in Indonesia had favorable attitudes toward IPT. However, their knowledge of IPT was limited. GPs are an essential element of the IPT program in the country, and therefore, adequate information dissemination to improve their understanding is critical for the long-term viability and quality of the IPT program in Indonesia.

Interpretation of Uranium Bioassay Results with the ICRP Respiratory Track and Biokinetic Model (ICRP 호흡기 및 생체역동학적 모델을 이용한 우라늄 생물분석 결과의 해석)

  • Kim, H.K.;Lee, J.K.
    • Journal of Radiation Protection and Research
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    • v.28 no.1
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    • pp.43-50
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    • 2003
  • This study describes a practical method for interpretation of bioassay results of inhaled uranium to assess the committed effective doses both for chronic and acute intake situations. Organs in the body were represented by a series of mathematical compartments for analysis of the behavior of uranium in the body according to the gastrointestinal track model, respiratory track model and biokinetic model recommended by the ICRP. An analytical solutions of the system of balance equations among the compartments were obtained using the Birchall's algorithm, and the urinary excretion function and the lung retention function of uranium were obtained. An initial or total intakes by intake modes were calculated by applying excretion and retention functions to the urinary uranium concentration and the lung burden measured with a lung counter. The dose coefficients given in ICRP 78 are used to estimate the committed effective doses from the calculated intakes.

Anti-inflammatory Effects of Canavaliae Semen(Canavalia gladiate) Extracts in a Systemic Anaphylaxis Food Allergy Mouse Model (전신과민성 식품 알레르기 마우스 모델에서의 도두(刀豆) 추출물의 항염 효과)

  • Yang, Won-Kyung;Park, Yang-Chun;Kim, Han-Young;Kim, Geun-Hui;Noh, Seong-Soo;Kim, Seung-Hyung
    • The Korea Journal of Herbology
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    • v.34 no.1
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    • pp.1-11
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    • 2019
  • Objective : An allergy to peanuts is a major cause of fatal food-induced anaphylaxis, with food allergies becoming an increasingly important health research issue. Food allergy as clinical entity has been recongnized for many years, although there is yet no general concord as to the incidence of this symptom.1) Methods : This study was undertaken to verify the effect of seeds of Canavalia gladiata (Jacq.) DC. extract (CGE) on the inhibition of allergic reactions using a cholera toxin and peanut extract-immunized food allergy mouse model. We determine whether the changes in rectal temperature were related to energy consumption owing to heat production in the body. Mast cell distribution and degranulation in the dermis and epidermis were observed with an optical microscope. Subsequently, Ara h1 levels in serum and interleukin (IL)-4, IL-10, and $IFN-{\gamma}$ levels in cultured supernatants of splenocytes were measured. Results : CGE treatment significantly attenuated the secretion of the Ara h1 antibody in serum and splenocytes. Ara h 1 was undetected in the cholera toxin and peanut extract-immunized food allergy mouse model. Improvement in ear tissue inflammation symptoms was the CGE experimental group. In the control group and peanut extract control group, the expression of mast cells was higher, whereas that in the CGE experimental group was significantly lower. Conclusion : CGE causes suppression in a food allergy mouse model via the inhibition of Ara h1 secretion, and might be useful for developing functional health foods.

Effects of Inhalable Microparticles of Socheongryong-tang on Chronic Obstructive Pulmonary Disease in a Mouse Model (COPD 동물 모델에서 소청룡탕 흡입제형의 효과)

  • Lee, Eung-Seok;Han, Jong-Min;Kim, Min-Hee;Namgung, Uk;Yeo, Yoon;Park, Yang-Chun
    • The Journal of Korean Medicine
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    • v.34 no.3
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    • pp.54-68
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    • 2013
  • Objectives: This study aimed to evaluate the effects of microparticles of Socheongryong-tang (SCRT) on chronic obstructive pulmonary disease (COPD) in a mouse model. Methods: The inhalable microparticles containing SCRT were produced by spray-drying with leucine as an excipient, and evaluated with respect to the aerodynamic properties of the powder by Andersen cascade impactor (ACI). Its equivalence to SCRT extract was evaluated using lipopolysaccharide (LPS) and a cigarette-smoking (CS)-induced murine COPD model. Results: SCRT microparticles provided desirable aerodynamic properties (fine particle fraction of $49.6{\pm}5.5%$ and mass median aerodynamic diameter of $4.8{\pm}0.3{\mu}m$). SCRT microparticles did not show mortality or clinical signs over 14 days. Also there were no significant differences in body weight, organ weights or serum chemical parameters between SCRT microparticle-treated and non-treated groups. After 14 days the platelet count significantly increased compared with the non-treated group, but the values were within the normal range. Inhalation of SCRT microparticles decreased the rate of neutrophils in blood, granulocytes in peripheral blood mononuclear cells (PBMC) and bronchoalveolar lavage fluid (BALF) and level of TNF-${\alpha}$ and IL-6 in BALF on COPD mouse model induced by LPS plus CS. This effect was verified by histological findings including immunofluorescence staining of elastin, collagen, and caspase 3 protein in lung tissue. Conclusions: These data demonstrate that SCRT microparticles are equivalent to SCRT extract in pharmaceutical properties for COPD. This study suggests that SCRT microparticles would be a potential agent of inhalation therapy for the treatment of COPD.

Respiratory Protective Effect of a RML on PM10D-induced Lung Injury Mouse Model (미세먼지 유발 폐기능 손상 동물모델에서 RML의 호흡기 보호 효과)

  • Kim, Soo Hyun;Kim, Min Ju;Shin, Mi-Rae;Roh, Seong-Soo;Kim, Seung Hyung;Park, Hae-Jin
    • The Korea Journal of Herbology
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    • v.37 no.3
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    • pp.29-39
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    • 2022
  • Objective : This study is aimed to evaluate the protective effects of Rehmanniae Radix, Mori Folium, and Liriopie Tuber mixture (RML) on lung injury of Particulate matter less than 10 um in diameter and diesel exhaust particles (PM10D) mice model. Methods : To investigate the anti-inflammatory activity of RML, PM10D was diluted in aluminum hydroxide (Alum) in 7-week-old male mice and induced by Intra-Nazal-Tracheal (INT) injection method. Animal experiments were divided into 5 groups. Nor (normal mice), CTL (PM10D-induced mice with the administration of distilled water), DEXA (PM10D-induced mice with the administration of 3 mg/kg Dexamethasone), RML 100 (PM10D-induced mice treated with RML 100 mg/kg weight), and RML 200 (PM10D-induced mice treated with RML 200 mg/kg body weight). After 11 days administration, mice were sacrificed and inflammation-related immune cells in broncho-alveolar lavage fluid (BALF) were analyzed. Inflammation-related biomarkers were also analyzed in blood and lungs. Lung tissue was observed through histological examination. Results : In the PM10D induced model, the PML showed decreases in CXCL-1 and IL-17A in BALF. Expression of inflammatory cytokines and cough-related mRNA genes was significantly decreased in serum and lung tissue. The mixture treatment of RML significantly improved the immune related cells in the serum. In addition, histological observations showed a tendency to decrease the severity of lung injury. Conclusions : Overall, these results confirmed the respiratory protective effect of the RML mixture in a model of lung injury induced by air pollution (PM10+DEP), suggesting that it is a potential treatment for respiratory damage.

Anti-asthma and anti-inflammation effects of lemon oil in OVA-induced allergic asthma mouse model (OVA로 유도된 천식생쥐 모델에서 레몬 오일의 항천식 및 항염증 효과)

  • Choi, Gook-Gi;Chung, Kyu-Jin;Cheong, Kwang-Jo
    • Journal of Digital Convergence
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    • v.12 no.10
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    • pp.577-585
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    • 2014
  • The cosmetic and stimulating effects of lemon oil have been widely proven in the fields of beauty therapy and psychology therapy. But the lemon oil's proper effects on the anti asthma and the anti inflammation have not rarely been verified. This study was conducted to find out the lemon oil's effects on the anti asthma and anti inflammation in the OVA-induced allergic asthma mice model. OVA-induced allergic asthma mice were divided into 4 groups consisting of normal group, control group, positive control group and experimental group. 0.3% of lemon oil was nebulized to experimental group for 3 weeks on a basis of 3 times per week and 30 min each time. After 6 weeks from the initial experiment, the degree of hyper activeness of respiratory system, the hematological change, the amount of the cytokein in serum, the change of airway organization were evaluated. The results showed that lemon oil controled effectively the hyper activeness of respiratory system and restricted the multiplication of cells in acidophil in terms of statistical significance. It also turned out that lemon oil restricted effectively the infection of airway reaction and the hyper sensitiveness of respiratory system by controlling the creation of histamine(cytokein) and IgE.

Development and Application of a Severity-Adjusted LOS Model for Pneumonia, organism unspecified patients (상세불명 병원체 폐렴의 중증도 보정 재원일수 모형 개발 및 적용)

  • Park, Jongho;Youn, Kyungil
    • Korea Journal of Hospital Management
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    • v.19 no.4
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    • pp.21-33
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    • 2014
  • This study was conducted to propose an insight into the appropriateness of hospital length of stay(LOS) by developing a severity-adjusted LOS model for patients with pneumonia, organism unspecified. The pneumonia risk-adjustment model developed in this paper is based upon the 2006-2010 the Korean National Hospital Discharge in-depth Injury Survey. Decision tree analysis revealed that age, admission type, insurance type, and the presence of additional disorders(pleural effusion, respiratory failure, sepsis, congestive heart failure etc.) were major factors affecting the severity-adjusted model using the Clinical Classifications Software(CCS). Also there was a difference in LOS among the regional hospitals, especially the hospital LOS has not been efficiently managed in Gyeongsangbuk-do, Jeollanam-do, Jeollabuk-do, Daejeon, and Busan. To appropriately manage hospital LOS, reliable statistical information about severity-adjusted LOS should be generated on a national level to make sure that hospitals voluntarily reduce excessive LOS and manage main causes of delayed discharge.

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