• Title/Summary/Keyword: virus spread

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A Study on Methods to Prevent the Spread of COVID-19 Based on Machine Learning

  • KWAK, Youngsang;KANG, Min Soo
    • Korean Journal of Artificial Intelligence
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    • v.8 no.1
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    • pp.7-9
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    • 2020
  • In this paper, a study was conducted to find a self-diagnosis method to prevent the spread of COVID-19 based on machine learning. COVID-19 is an infectious disease caused by a newly discovered coronavirus. According to WHO(World Health Organization)'s situation report published on May 18th, 2020, COVID-19 has already affected 4,600,000 cases and 310,000 deaths globally and still increasing. The most severe problem of COVID-19 virus is that it spreads primarily through droplets of saliva or discharge from the nose when an infected person coughs or sneezes, which occurs in everyday life. And also, at this time, there are no specific vaccines or treatments for COVID-19. Because of the secure diffusion method and the absence of a vaccine, it is essential to self-diagnose or do a self-diagnosis questionnaire whenever possible. But self-diagnosing has too many questions, and ambiguous standards also take time. Therefore, in this study, using SVM(Support Vector Machine), Decision Tree and correlation analysis found two vital factors to predict the infection of the COVID-19 virus with an accuracy of 80%. Applying the result proposed in this paper, people can self-diagnose quickly to prevent COVID-19 and further prevent the spread of COVID-19.

Knowledge, Attitude and Practice Toward the Coronavirus Disease (COVID-19) Outbreak Among Selected Employed People in the National Capital Region, Philippines

  • Bautista, Angelito P. Jr.;Balibrea, Dianne;Bleza, Doris G.
    • Asian Journal for Public Opinion Research
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    • v.8 no.3
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    • pp.324-350
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    • 2020
  • COVID-19 has challenged the pandemic response capability of many countries. Many governments around the world have imposed strict quarantine measures and border control to slow the spread of the virus. In the Philippines, the longest community quarantine has been imposed in the National Capital Region (NCR). However, the effectiveness of such measures is dependent on the cooperation of the public. The objective of this study was to gain an understanding of the knowledge, attitudes, and practices (KAP) of selected employees in the NCR. An online survey was conducted June 4-18, 2020, with 100 employed people living in the NCR. Frequencies and percentages were computed to describe the respondents' answers, and the Kruskal-Wallis test was used to determine the differences in the respondents' KAP levels according to selected demographic characteristics. Of those surveyed, 92% have a high knowledge of COVID-19. The respondents have a positive attitude toward the need for health education and the seriousness of COVID-19, as well as stricter measures against the pandemic, but are less positive in terms of how the government is responding to the pandemic. They also follow strict measures that will prevent the further spread of the virus. The results highlight the respondents' favorability of stricter government measures to control the spread of COVID-19, including the reimposition of an enhanced community quarantine in the NCR.

Survey of Viral Diseases Occurrence on Major Crops in 2007 (2007년 우리나라 주요 작물 바이러스병 발생 상황)

  • Kim, Jeong-Soo;Lee, Su-Heon;Choi, Hong-Soo;Choi, Guk-Sun;Cho, Jeom-Deog;Chung, Bong-Nam
    • Research in Plant Disease
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    • v.14 no.1
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    • pp.1-9
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    • 2008
  • The severe damage induced by the important viruses of Rice stripe virus (RSV), Cucumber green mottle mosaic virus (CGMMV), Melon necrotic spot virus (MNSV), Tomato spotted wilt virus (TSWV) and Tomato bushy stunt virus (TBSV) was described on major crops in Korea. In 2007, the plot incidence rate of RSV was 100% on the precocious rice cultivars at the Western coastal provinces of Gyeonggido, Chungcheongnamdo, Jellabugdo and Jellanamdo, and Jejudo. RSV occurred in 2,441 ha with incidence rate of 70% over at 5 areas of Seocheon, Seosan, Boryung, Hongsung and Buyou in Chungcheongnamdo. At 4 areas of Buan, Gimje, Gunsan and Gochang in Jellabukdo, RSV occurred in 2.016 ha. CGMMV occurred on watermelon in 4.6 ha at Cheongyang area, and its outbreak was also 890 ha on oriental melon for 120 farmers with the incidence area of 23% against total cultivation areas of Seongju. MNSV was recorded firstly on watermelon in 2006 at Andong and it spread to 3 areas of Hapcheon, Gochang and Yanggu. TSWV occurred firstly at Danggin in Chungcheongnamdo in 2005. TSWV in 2006 spread to 6 areas; Taian, Hongsung and Seosan in Chungcheongnando, Namwon in Jellabukdo, and Sunchon and Kwangju in Jellanamdo. In 2007, TSWV covered 17 areas of western and southern parts; the 5 area including Taian in Chungcheongnamdo, Kwangju in Jellanamdo, Bucheon in Gyunggido, and so forth. TBSV was described firstly on table tomato at Sacheon in Kyungsangnamdo in 2004. TBSV occurred on cherry tomato at Chungju in 2006 and on table tomato at Busan area.

Interpretation and Prospection of Influenza Virus through Swine-origin Influenza Virus (신종플루 바이러스를 통한 인플루엔자 바이러스의 해석 및 전망)

  • Chang, Kyung-Soo
    • Korean Journal of Clinical Laboratory Science
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    • v.42 no.1
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    • pp.1-15
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    • 2010
  • Swine influenza virus (SIV) or swine-origin influenza virus (S-OIV) is endemic in swine, and classified into influenza A and influenza C but not influenza B. Swine influenza A includes H1N1, H1N2, H3N1, H3N2 and H2N3 subtypes. Infection of SIV occurs in only swine and that of S-OIV is rare in human. What human can be infected with S-OIV is called as zoonotic swine flu. Pandemic 2009 swine influenza H1N1 virus (2009 H1N1) was emerged in Mexico, America and Canada and spread worldwide. The triple-reassortant H1N1 resulting from antigenic drift was contained with HA, NA and PB1 of human or swine influenza virus, PB2 and PA polymerase of avian influenza virus, and M, NP and NS of swine influenza virus, The 2009 H1N1 enables to transmit to human and swine. The symptoms and signs in human infected with 2009 H1N1 virus are fever, cough and sore throat, pneumonia as well as diarrhea and vomiting. Co-infection with other viruses and bacteria such as Streptococcus pneumoniae can occur high mortality in high-risk population. 2009 H1N1 virus was easily differentiated from seasonal flu by real time RT-PCR which contributed rapid and confirmed diagnosis. The 2009 H1N1 virus was treated with NA inhibitors such as oseltamivir (Tamiflu) and zanamivir (Relenza) but not with adamantanes such as amantadine and rimantadine. Evolution of influenza virus has continued in various hosts. Development of a more effective vaccine against influenza prototypes is needed to protect new influenza infection such as H5 and H7 subtypes to infect to multi-organ and cause high pathogenicity.

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Genetic Analysis of the Envelope Region of Hepatitis G Vrius isolated from Korean Hepatitis Patients (한국인 간염환자에서 분리한 G형 감염바이러스(HGV)의 외피영역의 유전적 다양성 분석)

  • 김종경;장경립
    • Journal of Life Science
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    • v.8 no.4
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    • pp.360-365
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    • 1998
  • The genetic of a recently described virus, hepatitis G virus(HGV) was investigated. HGV envelope 1 (E1) nucleotide sequences isolated from six Korean hepatitis b virus-positive patients by using a reverse transcription-poly-merase chain reaction procedure, were analysed and compared to the seven previously reported HGV isolates. Sequence homology among the Korean isolates was 88-97% whereas among the isolates from different geographic areas was 80-92%, indicating geographical divergence of HGV. Nucleotide substitutions spread uniformly throughiut the E1 fragment. Furthermore, compared to the prototype HGV sequence, frameshift mutations were observed in most of the Korean isolating that a different translating initiation site for the polyprotein exists in the Korean type HGV.

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Susceptibility of Different Life-stages of Freshwater Prawn, Macrobrachium rosenbergii to White Spot Syndrome Virus: An Experimental Study

  • Kiran, R.B.P.;Rajendran, K.V.;Jung, S.J.;Oh, M.J.
    • Proceedings of the Korean Society of Fisheries Technology Conference
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    • 2001.05a
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    • pp.524-525
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    • 2001
  • White spot syndrome virus (WSSV) causes the most serious epizootic in cultured penaeid shrimp. The epizootic started in 1992, and spread through east and south east Asia and into other shrrimp growing countries of the region. In order to circumvent the epizootic, in many Asian countries, freshwater prawn, Macrobrachium rosenbergii is being widely considered as an alternative species to marine shrimp. (omitted)

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국내 박쥐에서의 한탄바이러스 및 리케차에 대한 항체 조사

  • 이재상;이연태
    • Korean Journal of Microbiology
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    • v.30 no.2
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    • pp.124-128
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    • 1992
  • A total of 275 wild hats captured in Korea here examined 011 the possibility that they will harhor and spread the inkctious pathog.cns of Hantaan virus and Rickettsia. They possessed ontihotlies in 3.6'K) blood sera against Hantaan virus by the indirect in~~nunofluoresccnctec hnique and showed relatively high serum titers with a range of 16 to 1014X. whereus 13.7\ulcorner0 of them were positive to Rickettsia. dividing into 3.3% against R. ~.sur,~ugc~rnusllr.Ri.1 k, against R. siht)ric.n tick ~vphus,a nd 4.4% against R. thai tick pphus. respectively. 11 was first confirmed in Korean wild hats that arc infccted with Hantaan virus and Rickettsia agents. and play a role as vector.

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Progress and Challenges in the Development of COVID-19 Vaccines and Current Understanding of SARS-CoV-2-Specific Immune Responses

  • Kim, Kyun-Do;Hwang, Insu;Ku, Keun Bon;Lee, Sumin;Kim, Seong-Jun;Kim, Chonsaeng
    • Journal of Microbiology and Biotechnology
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    • v.30 no.8
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    • pp.1109-1115
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    • 2020
  • The outbreak of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is spreading globally, and the WHO has declared this outbreak a pandemic. Vaccines are an effective way to prevent the rapid spread of COVID-19. Furthermore, the immune response against SARS-CoV-2 infection needs to be understood for the development of an efficient and safe vaccine. Here, we review the current understanding of vaccine targets and the status of vaccine development for COVID-19. We also describe host immune responses to highly pathogenic human coronaviruses in terms of innate and adaptive immunities.

Vp28 of Shrimp White Spot Syndrome Virus Is Involved in the Attachment and Penetration into Shrimp Cells

  • Yi, Guohua;Wang, Zhimin;Qi, Yipeng;Yao, Lunguang;Qian, Juan;Hu, Longbo
    • BMB Reports
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    • v.37 no.6
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    • pp.726-734
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    • 2004
  • White spot disease (WSD) is caused by the white spot syndrome virus (WSSV), which results in devastating losses to the shrimp farming industry around the world. However, the mechanism of virus entry and spread into the shrimp cells is unknown. A binding assay in vitro demonstrated VP28-EGFP (envelope protein VP28 fused with enhanced green fluorescence protein) binding to shrimp cells. This provides direct evidence that VP28-EGFP can bind to shrimp cells at pH 6.0 within 0.5 h. However, the protein was observed to enter the cytoplasm 3 h post-adsorption. Meanwhile, the plaque inhibition test showed that the polyclonal antibody against VP28 (a major envelope protein of WSSV) could neutralize the WSSV and block an infection with the virus. The result of competition ELISA further confirmed that the envelope protein VP28 could compete with WSSV to bind to shrimp cells. Overall, VP28 of the WSSV can bind to shrimp cells as an attachment protein, and can help the virus enter the cytoplasm.

Genetic Characterization of an Ancestral Strain of the Avian-Origin H3N2 Canine Influenza Virus Currently Circulating in East Asia

  • Kim, Jeong-Ki;Nam, Jeong-Hyun;Lyoo, Kwang-Soo;Moon, Hyoungjoon;Na, Woonsung;Song, Eun-Jung;Yeom, Minjoo;Shim, Sang-Mu;Jeong, Dae Gwin;An, Dong-Jun;Kang, Bo-Kyu;Song, Daesub
    • Journal of Microbiology and Biotechnology
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    • v.26 no.6
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    • pp.1109-1114
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    • 2016
  • H3N2 canine influenza virus emerged in South Korea in 2007 and subsequently spread to China and Thailand, causing epidemic or endemic respiratory diseases in dogs. Through intermammalian species transmission, the virus has also infected cats. However, no direct evidence of significant genetic evolution has been reported since its first emergence. Here, we describe in depth the genetic and molecular characteristics of the ancestral strain (i.e., the first virus isolate from South Korea) of the H3N2 canine influenza virus currently circulating in East Asia.