Serveur d'exploration H2N2

Attention, ce site est en cours de développement !
Attention, site généré par des moyens informatiques à partir de corpus bruts.
Les informations ne sont donc pas validées.

Comparison of methods to Estimate Basic Reproduction Number (R0) of influenza, Using Canada 2009 and 2017-18 A (H1N1) Data

Identifieur interne : 000101 ( Main/Exploration ); précédent : 000100; suivant : 000102

Comparison of methods to Estimate Basic Reproduction Number (R0) of influenza, Using Canada 2009 and 2017-18 A (H1N1) Data

Auteurs : Roya Nikbakht [Iran] ; Mohammad Reza Baneshi [Iran] ; Abbas Bahrampour [Iran] ; Abolfazl Hosseinnataj [Iran]

Source :

RBID : PMC:6670001

Abstract

Background:

The basic reproduction number (R0) has a key role in epidemics and can be utilized for preventing epidemics. In this study, different methods are used for estimating R0's and their vaccination coverage to find the formula with the best performance.

Materials and Methods:

We estimated R0 for cumulative cases count data from April 18 to July 6, 2009 and 35-2017 to 34-2018 weeks in Canada: maximum likelihood (ML), exponential growth rate (EG), time-dependent reproduction numbers (TD), attack rate (AR), gamma-distributed generation time (GT), and the final size of the epidemic. Gamma distribution with mean and standard deviation 3.6 ± 1.4 is used as GT.

Results:

The AR method obtained a R0 (95% confidence interval [CI]) value of 1.116 (1.1163, 1.1165) and an EG (95%CI) value of 1.46 (1.41, 1.52). The R0 (95%CI) estimate was 1.42 (1.27, 1.57) for the obtained ML, 1.71 (1.12, 2.03) for the obtained TD, 1.49 (1.0, 1.97) for the gamma-distributed GT, and 1.00 (0.91, 1.09) for the final size of the epidemic. The minimum and maximum vaccination coverage were related to AR and TD methods, respectively, where the TD method has minimum mean squared error (MSE). Finally, the R0 (95%CI) for 2018 data was 1.52 (1.11, 1.94) by TD method, and vaccination coverage was estimated as 34.2%.

Conclusion:

For the purposes of our study, the estimation of TD was the most useful tool for computing the R0, because it has the minimum MSE. The estimation R0 > 1 indicating that the epidemic has occurred. Thus, it is required to vaccinate at least 41.5% to prevent and control the next epidemic.


Url:
DOI: 10.4103/jrms.JRMS_888_18
PubMed: 31523253
PubMed Central: 6670001


Affiliations:


Links toward previous steps (curation, corpus...)


Le document en format XML

<record>
<TEI>
<teiHeader>
<fileDesc>
<titleStmt>
<title xml:lang="en">Comparison of methods to Estimate Basic Reproduction Number (
<italic>R</italic>
<sub>0</sub>
) of influenza, Using Canada 2009 and 2017-18 A (H1N1) Data</title>
<author>
<name sortKey="Nikbakht, Roya" sort="Nikbakht, Roya" uniqKey="Nikbakht R" first="Roya" last="Nikbakht">Roya Nikbakht</name>
<affiliation wicri:level="1">
<nlm:aff id="aff1">HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Department of Biostatistics and Epidemiology, Faculty of Health Kerman, Iran</nlm:aff>
<country xml:lang="fr">Iran</country>
<wicri:regionArea>HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Department of Biostatistics and Epidemiology, Faculty of Health Kerman</wicri:regionArea>
<wicri:noRegion>Faculty of Health Kerman</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Baneshi, Mohammad Reza" sort="Baneshi, Mohammad Reza" uniqKey="Baneshi M" first="Mohammad Reza" last="Baneshi">Mohammad Reza Baneshi</name>
<affiliation wicri:level="1">
<nlm:aff id="aff2">Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran</nlm:aff>
<country xml:lang="fr">Iran</country>
<wicri:regionArea>Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman</wicri:regionArea>
<wicri:noRegion>Kerman</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Bahrampour, Abbas" sort="Bahrampour, Abbas" uniqKey="Bahrampour A" first="Abbas" last="Bahrampour">Abbas Bahrampour</name>
<affiliation wicri:level="1">
<nlm:aff id="aff2">Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran</nlm:aff>
<country xml:lang="fr">Iran</country>
<wicri:regionArea>Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman</wicri:regionArea>
<wicri:noRegion>Kerman</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Hosseinnataj, Abolfazl" sort="Hosseinnataj, Abolfazl" uniqKey="Hosseinnataj A" first="Abolfazl" last="Hosseinnataj">Abolfazl Hosseinnataj</name>
<affiliation wicri:level="1">
<nlm:aff id="aff2">Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran</nlm:aff>
<country xml:lang="fr">Iran</country>
<wicri:regionArea>Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman</wicri:regionArea>
<wicri:noRegion>Kerman</wicri:noRegion>
</affiliation>
</author>
</titleStmt>
<publicationStmt>
<idno type="wicri:source">PMC</idno>
<idno type="pmid">31523253</idno>
<idno type="pmc">6670001</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6670001</idno>
<idno type="RBID">PMC:6670001</idno>
<idno type="doi">10.4103/jrms.JRMS_888_18</idno>
<date when="2019">2019</date>
<idno type="wicri:Area/Pmc/Corpus">000A14</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000A14</idno>
<idno type="wicri:Area/Pmc/Curation">000A14</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000A14</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000079</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000079</idno>
<idno type="wicri:Area/Ncbi/Merge">001009</idno>
<idno type="wicri:Area/Ncbi/Curation">001009</idno>
<idno type="wicri:Area/Ncbi/Checkpoint">001009</idno>
<idno type="wicri:doubleKey">1735-1995:2019:Nikbakht R:comparison:of:methods</idno>
<idno type="wicri:Area/Main/Merge">000101</idno>
<idno type="wicri:Area/Main/Curation">000101</idno>
<idno type="wicri:Area/Main/Exploration">000101</idno>
</publicationStmt>
<sourceDesc>
<biblStruct>
<analytic>
<title xml:lang="en" level="a" type="main">Comparison of methods to Estimate Basic Reproduction Number (
<italic>R</italic>
<sub>0</sub>
) of influenza, Using Canada 2009 and 2017-18 A (H1N1) Data</title>
<author>
<name sortKey="Nikbakht, Roya" sort="Nikbakht, Roya" uniqKey="Nikbakht R" first="Roya" last="Nikbakht">Roya Nikbakht</name>
<affiliation wicri:level="1">
<nlm:aff id="aff1">HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Department of Biostatistics and Epidemiology, Faculty of Health Kerman, Iran</nlm:aff>
<country xml:lang="fr">Iran</country>
<wicri:regionArea>HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Department of Biostatistics and Epidemiology, Faculty of Health Kerman</wicri:regionArea>
<wicri:noRegion>Faculty of Health Kerman</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Baneshi, Mohammad Reza" sort="Baneshi, Mohammad Reza" uniqKey="Baneshi M" first="Mohammad Reza" last="Baneshi">Mohammad Reza Baneshi</name>
<affiliation wicri:level="1">
<nlm:aff id="aff2">Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran</nlm:aff>
<country xml:lang="fr">Iran</country>
<wicri:regionArea>Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman</wicri:regionArea>
<wicri:noRegion>Kerman</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Bahrampour, Abbas" sort="Bahrampour, Abbas" uniqKey="Bahrampour A" first="Abbas" last="Bahrampour">Abbas Bahrampour</name>
<affiliation wicri:level="1">
<nlm:aff id="aff2">Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran</nlm:aff>
<country xml:lang="fr">Iran</country>
<wicri:regionArea>Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman</wicri:regionArea>
<wicri:noRegion>Kerman</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Hosseinnataj, Abolfazl" sort="Hosseinnataj, Abolfazl" uniqKey="Hosseinnataj A" first="Abolfazl" last="Hosseinnataj">Abolfazl Hosseinnataj</name>
<affiliation wicri:level="1">
<nlm:aff id="aff2">Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran</nlm:aff>
<country xml:lang="fr">Iran</country>
<wicri:regionArea>Department of Biostatistics and Epidemiology, Faculty of Health, Modeling in Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman</wicri:regionArea>
<wicri:noRegion>Kerman</wicri:noRegion>
</affiliation>
</author>
</analytic>
<series>
<title level="j">Journal of Research in Medical Sciences : The Official Journal of Isfahan University of Medical Sciences</title>
<idno type="ISSN">1735-1995</idno>
<idno type="eISSN">1735-7136</idno>
<imprint>
<date when="2019">2019</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc>
<textClass></textClass>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">
<sec id="st1">
<title>Background:</title>
<p>The basic reproduction number (
<italic>R</italic>
<sub>0</sub>
) has a key role in epidemics and can be utilized for preventing epidemics. In this study, different methods are used for estimating
<italic>R</italic>
<sub>0</sub>
's and their vaccination coverage to find the formula with the best performance.</p>
</sec>
<sec id="st2">
<title>Materials and Methods:</title>
<p>We estimated
<italic>R</italic>
<sub>0</sub>
for cumulative cases count data from April 18 to July 6, 2009 and 35-2017 to 34-2018 weeks in Canada: maximum likelihood (ML), exponential growth rate (EG), time-dependent reproduction numbers (TD), attack rate (AR), gamma-distributed generation time (GT), and the final size of the epidemic. Gamma distribution with mean and standard deviation 3.6 ± 1.4 is used as GT.</p>
</sec>
<sec id="st3">
<title>Results:</title>
<p>The AR method obtained a
<italic>R</italic>
<sub>0 (</sub>
95% confidence interval [CI]) value of 1.116 (1.1163, 1.1165) and an EG (95%CI) value of 1.46 (1.41, 1.52). The
<italic>R</italic>
<sub>0</sub>
(95%CI) estimate was 1.42 (1.27, 1.57) for the obtained ML, 1.71 (1.12, 2.03) for the obtained TD, 1.49 (1.0, 1.97) for the gamma-distributed GT, and 1.00 (0.91, 1.09) for the final size of the epidemic. The minimum and maximum vaccination coverage were related to AR and TD methods, respectively, where the TD method has minimum mean squared error (MSE). Finally, the
<italic>R</italic>
<sub>0</sub>
(95%CI) for 2018 data was 1.52 (1.11, 1.94) by TD method, and vaccination coverage was estimated as 34.2%.</p>
</sec>
<sec id="st4">
<title>Conclusion:</title>
<p>For the purposes of our study, the estimation of TD was the most useful tool for computing the
<italic>R</italic>
<sub>0</sub>
, because it has the minimum MSE. The estimation
<italic>R</italic>
<sub>0</sub>
> 1 indicating that the epidemic has occurred. Thus, it is required to vaccinate at least 41.5% to prevent and control the next epidemic.</p>
</sec>
</div>
</front>
<back>
<div1 type="bibliography">
<listBibl>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kilbourne, Ed" uniqKey="Kilbourne E">ED Kilbourne</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Askarian, M" uniqKey="Askarian M">M Askarian</name>
</author>
<author>
<name sortKey="Danaei, M" uniqKey="Danaei M">M Danaei</name>
</author>
<author>
<name sortKey="Vakili, V" uniqKey="Vakili V">V Vakili</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Al Hajjar, S" uniqKey="Al Hajjar S">S Al Hajjar</name>
</author>
<author>
<name sortKey="Mcintosh, K" uniqKey="Mcintosh K">K McIntosh</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Rahimirad, S" uniqKey="Rahimirad S">S RahimiRad</name>
</author>
<author>
<name sortKey="Alizadeh, A" uniqKey="Alizadeh A">A Alizadeh</name>
</author>
<author>
<name sortKey="Alizadeh, E" uniqKey="Alizadeh E">E Alizadeh</name>
</author>
<author>
<name sortKey="Hosseini, Sm" uniqKey="Hosseini S">SM Hosseini</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Mubareka, S" uniqKey="Mubareka S">S Mubareka</name>
</author>
<author>
<name sortKey="Lowen, Ac" uniqKey="Lowen A">AC Lowen</name>
</author>
<author>
<name sortKey="Steel, J" uniqKey="Steel J">J Steel</name>
</author>
<author>
<name sortKey="Coates, Al" uniqKey="Coates A">AL Coates</name>
</author>
<author>
<name sortKey="Garcia Sastre, A" uniqKey="Garcia Sastre A">A García-Sastre</name>
</author>
<author>
<name sortKey="Palese, P" uniqKey="Palese P">P Palese</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Bridges, Cb" uniqKey="Bridges C">CB Bridges</name>
</author>
<author>
<name sortKey="Harper, Sa" uniqKey="Harper S">SA Harper</name>
</author>
<author>
<name sortKey="Fukuda, K" uniqKey="Fukuda K">K Fukuda</name>
</author>
<author>
<name sortKey="Uyeki, Tm" uniqKey="Uyeki T">TM Uyeki</name>
</author>
<author>
<name sortKey="Cox, Nj" uniqKey="Cox N">NJ Cox</name>
</author>
<author>
<name sortKey="Singleton, Ja" uniqKey="Singleton J">JA Singleton</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Plans Rubi, P" uniqKey="Plans Rubi P">P Plans-Rubió</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
<author>
<name sortKey="Alonso, Wj" uniqKey="Alonso W">WJ Alonso</name>
</author>
<author>
<name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Saunders Hastings, Pr" uniqKey="Saunders Hastings P">PR Saunders-Hastings</name>
</author>
<author>
<name sortKey="Krewski, D" uniqKey="Krewski D">D Krewski</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Shrestha, Ss" uniqKey="Shrestha S">SS Shrestha</name>
</author>
<author>
<name sortKey="Swerdlow, Dl" uniqKey="Swerdlow D">DL Swerdlow</name>
</author>
<author>
<name sortKey="Borse, Rh" uniqKey="Borse R">RH Borse</name>
</author>
<author>
<name sortKey="Prabhu, Vs" uniqKey="Prabhu V">VS Prabhu</name>
</author>
<author>
<name sortKey="Finelli, L" uniqKey="Finelli L">L Finelli</name>
</author>
<author>
<name sortKey="Atkins, Cy" uniqKey="Atkins C">CY Atkins</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Wu, Km" uniqKey="Wu K">KM Wu</name>
</author>
<author>
<name sortKey="Riley, S" uniqKey="Riley S">S Riley</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Becker, Ng" uniqKey="Becker N">NG Becker</name>
</author>
<author>
<name sortKey="Bahrampour, A" uniqKey="Bahrampour A">A Bahrampour</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Woolhouse, Me" uniqKey="Woolhouse M">ME Woolhouse</name>
</author>
<author>
<name sortKey="Hasibeder, G" uniqKey="Hasibeder G">G Hasibeder</name>
</author>
<author>
<name sortKey="Chandiwana, Sk" uniqKey="Chandiwana S">SK Chandiwana</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hsieh, Yh" uniqKey="Hsieh Y">YH Hsieh</name>
</author>
<author>
<name sortKey="Fisman, Dn" uniqKey="Fisman D">DN Fisman</name>
</author>
<author>
<name sortKey="Wu, J" uniqKey="Wu J">J Wu</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Svensson, A" uniqKey="Svensson A">A Svensson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Dietz, K" uniqKey="Dietz K">K Dietz</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Wallinga, J" uniqKey="Wallinga J">J Wallinga</name>
</author>
<author>
<name sortKey="Lipsitch, M" uniqKey="Lipsitch M">M Lipsitch</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Arruda, Ag" uniqKey="Arruda A">AG Arruda</name>
</author>
<author>
<name sortKey="Alkhamis, Ma" uniqKey="Alkhamis M">MA Alkhamis</name>
</author>
<author>
<name sortKey="Vanderwaal, K" uniqKey="Vanderwaal K">K VanderWaal</name>
</author>
<author>
<name sortKey="Morrison, Rb" uniqKey="Morrison R">RB Morrison</name>
</author>
<author>
<name sortKey="Perez, Am" uniqKey="Perez A">AM Perez</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Roberts, Mg" uniqKey="Roberts M">MG Roberts</name>
</author>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Jackson, C" uniqKey="Jackson C">C Jackson</name>
</author>
<author>
<name sortKey="Vynnycky, E" uniqKey="Vynnycky E">E Vynnycky</name>
</author>
<author>
<name sortKey="Mangtani, P" uniqKey="Mangtani P">P Mangtani</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Haghdoost, A" uniqKey="Haghdoost A">A Haghdoost</name>
</author>
<author>
<name sortKey="Baneshi, Mr" uniqKey="Baneshi M">MR Baneshi</name>
</author>
<author>
<name sortKey="Zolala, F" uniqKey="Zolala F">F Zolala</name>
</author>
<author>
<name sortKey="Farvahari, S" uniqKey="Farvahari S">S Farvahari</name>
</author>
<author>
<name sortKey="Safizadeh, H" uniqKey="Safizadeh H">H Safizadeh</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="White, Lf" uniqKey="White L">LF White</name>
</author>
<author>
<name sortKey="Pagano, M" uniqKey="Pagano M">M Pagano</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Mcbryde, E" uniqKey="Mcbryde E">E McBryde</name>
</author>
<author>
<name sortKey="Bergeri, I" uniqKey="Bergeri I">I Bergeri</name>
</author>
<author>
<name sortKey="Van Gemert, C" uniqKey="Van Gemert C">C van Gemert</name>
</author>
<author>
<name sortKey="Rotty, J" uniqKey="Rotty J">J Rotty</name>
</author>
<author>
<name sortKey="Headley, E" uniqKey="Headley E">E Headley</name>
</author>
<author>
<name sortKey="Simpson, K" uniqKey="Simpson K">K Simpson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="White, Lf" uniqKey="White L">LF White</name>
</author>
<author>
<name sortKey="Wallinga, J" uniqKey="Wallinga J">J Wallinga</name>
</author>
<author>
<name sortKey="Finelli, L" uniqKey="Finelli L">L Finelli</name>
</author>
<author>
<name sortKey="Reed, C" uniqKey="Reed C">C Reed</name>
</author>
<author>
<name sortKey="Riley, S" uniqKey="Riley S">S Riley</name>
</author>
<author>
<name sortKey="Lipsitch, M" uniqKey="Lipsitch M">M Lipsitch</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
<author>
<name sortKey="Bettencourt, Lm" uniqKey="Bettencourt L">LM Bettencourt</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Lessler, J" uniqKey="Lessler J">J Lessler</name>
</author>
<author>
<name sortKey="Cummings, Da" uniqKey="Cummings D">DA Cummings</name>
</author>
<author>
<name sortKey="Fishman, S" uniqKey="Fishman S">S Fishman</name>
</author>
<author>
<name sortKey="Vora, A" uniqKey="Vora A">A Vora</name>
</author>
<author>
<name sortKey="Burke, Ds" uniqKey="Burke D">DS Burke</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Obadia, T" uniqKey="Obadia T">T Obadia</name>
</author>
<author>
<name sortKey="Haneef, R" uniqKey="Haneef R">R Haneef</name>
</author>
<author>
<name sortKey="Boelle, Py" uniqKey="Boelle P">PY Boëlle</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Ajelli, M" uniqKey="Ajelli M">M Ajelli</name>
</author>
<author>
<name sortKey="Merler, S" uniqKey="Merler S">S Merler</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Ajelli, M" uniqKey="Ajelli M">M Ajelli</name>
</author>
<author>
<name sortKey="Poletti, P" uniqKey="Poletti P">P Poletti</name>
</author>
<author>
<name sortKey="Melegaro, A" uniqKey="Melegaro A">A Melegaro</name>
</author>
<author>
<name sortKey="Merler, S" uniqKey="Merler S">S Merler</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Andreasen, V" uniqKey="Andreasen V">V Andreasen</name>
</author>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
<author>
<name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Barakat, A" uniqKey="Barakat A">A Barakat</name>
</author>
<author>
<name sortKey="Ihazmad, H" uniqKey="Ihazmad H">H Ihazmad</name>
</author>
<author>
<name sortKey="El Falaki, F" uniqKey="El Falaki F">F El Falaki</name>
</author>
<author>
<name sortKey="Tempia, S" uniqKey="Tempia S">S Tempia</name>
</author>
<author>
<name sortKey="Cherkaoui, I" uniqKey="Cherkaoui I">I Cherkaoui</name>
</author>
<author>
<name sortKey="El Aouad, R" uniqKey="El Aouad R">R El Aouad</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Buckley, D" uniqKey="Buckley D">D Buckley</name>
</author>
<author>
<name sortKey="Bulger, D" uniqKey="Bulger D">D Bulger</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Caley, P" uniqKey="Caley P">P Caley</name>
</author>
<author>
<name sortKey="Philp, Dj" uniqKey="Philp D">DJ Philp</name>
</author>
<author>
<name sortKey="Mccracken, K" uniqKey="Mccracken K">K McCracken</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Cauchemez, S" uniqKey="Cauchemez S">S Cauchemez</name>
</author>
<author>
<name sortKey="Bhattarai, A" uniqKey="Bhattarai A">A Bhattarai</name>
</author>
<author>
<name sortKey="Marchbanks, Tl" uniqKey="Marchbanks T">TL Marchbanks</name>
</author>
<author>
<name sortKey="Fagan, Rp" uniqKey="Fagan R">RP Fagan</name>
</author>
<author>
<name sortKey="Ostroff, S" uniqKey="Ostroff S">S Ostroff</name>
</author>
<author>
<name sortKey="Ferguson, Nm" uniqKey="Ferguson N">NM Ferguson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chen, Sc" uniqKey="Chen S">SC Chen</name>
</author>
<author>
<name sortKey="Liao, Cm" uniqKey="Liao C">CM Liao</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chen, Sc" uniqKey="Chen S">SC Chen</name>
</author>
<author>
<name sortKey="Liao, Cm" uniqKey="Liao C">CM Liao</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chen, Sc" uniqKey="Chen S">SC Chen</name>
</author>
<author>
<name sortKey="Chio, Cp" uniqKey="Chio C">CP Chio</name>
</author>
<author>
<name sortKey="Jou, Lj" uniqKey="Jou L">LJ Jou</name>
</author>
<author>
<name sortKey="Liao, Cm" uniqKey="Liao C">CM Liao</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chen, Sc" uniqKey="Chen S">SC Chen</name>
</author>
<author>
<name sortKey="Hsieh, Nh" uniqKey="Hsieh N">NH Hsieh</name>
</author>
<author>
<name sortKey="You, Sh" uniqKey="You S">SH You</name>
</author>
<author>
<name sortKey="Wang, Ch" uniqKey="Wang C">CH Wang</name>
</author>
<author>
<name sortKey="Liao, Cm" uniqKey="Liao C">CM Liao</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chen, Tm" uniqKey="Chen T">TM Chen</name>
</author>
<author>
<name sortKey="Chen, Qp" uniqKey="Chen Q">QP Chen</name>
</author>
<author>
<name sortKey="Liu, Rc" uniqKey="Liu R">RC Liu</name>
</author>
<author>
<name sortKey="Szot, A" uniqKey="Szot A">A Szot</name>
</author>
<author>
<name sortKey="Chen, Sl" uniqKey="Chen S">SL Chen</name>
</author>
<author>
<name sortKey="Zhao, J" uniqKey="Zhao J">J Zhao</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chen, T" uniqKey="Chen T">T Chen</name>
</author>
<author>
<name sortKey="Chen, T" uniqKey="Chen T">T Chen</name>
</author>
<author>
<name sortKey="Liu, R" uniqKey="Liu R">R Liu</name>
</author>
<author>
<name sortKey="Xu, C" uniqKey="Xu C">C Xu</name>
</author>
<author>
<name sortKey="Wang, D" uniqKey="Wang D">D Wang</name>
</author>
<author>
<name sortKey="Chen, F" uniqKey="Chen F">F Chen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Cheng, Yh" uniqKey="Cheng Y">YH Cheng</name>
</author>
<author>
<name sortKey="Liao, Cm" uniqKey="Liao C">CM Liao</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Cheng, Yh" uniqKey="Cheng Y">YH Cheng</name>
</author>
<author>
<name sortKey="Wang, Ch" uniqKey="Wang C">CH Wang</name>
</author>
<author>
<name sortKey="You, Sh" uniqKey="You S">SH You</name>
</author>
<author>
<name sortKey="Hsieh, Nh" uniqKey="Hsieh N">NH Hsieh</name>
</author>
<author>
<name sortKey="Chen, Wy" uniqKey="Chen W">WY Chen</name>
</author>
<author>
<name sortKey="Chio, Cp" uniqKey="Chio C">CP Chio</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chong, Kc" uniqKey="Chong K">KC Chong</name>
</author>
<author>
<name sortKey="Wang, X" uniqKey="Wang X">X Wang</name>
</author>
<author>
<name sortKey="Liu, S" uniqKey="Liu S">S Liu</name>
</author>
<author>
<name sortKey="Cai, J" uniqKey="Cai J">J Cai</name>
</author>
<author>
<name sortKey="Su, X" uniqKey="Su X">X Su</name>
</author>
<author>
<name sortKey="Zee, Bc" uniqKey="Zee B">BC Zee</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chong, Kc" uniqKey="Chong K">KC Chong</name>
</author>
<author>
<name sortKey="Zee, Bc" uniqKey="Zee B">BC Zee</name>
</author>
<author>
<name sortKey="Wang, Mh" uniqKey="Wang M">MH Wang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Ammon, Ce" uniqKey="Ammon C">CE Ammon</name>
</author>
<author>
<name sortKey="Hengartner, Nw" uniqKey="Hengartner N">NW Hengartner</name>
</author>
<author>
<name sortKey="Hyman, Jm" uniqKey="Hyman J">JM Hyman</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Bettencourt, Lm" uniqKey="Bettencourt L">LM Bettencourt</name>
</author>
<author>
<name sortKey="Johnson, N" uniqKey="Johnson N">N Johnson</name>
</author>
<author>
<name sortKey="Alonso, Wj" uniqKey="Alonso W">WJ Alonso</name>
</author>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Diaz Due As, P" uniqKey="Diaz Due As P">P Diaz-Dueñas</name>
</author>
<author>
<name sortKey="Miller, Jc" uniqKey="Miller J">JC Miller</name>
</author>
<author>
<name sortKey="Alcazar Velazco, A" uniqKey="Alcazar Velazco A">A Alcazar-Velazco</name>
</author>
<author>
<name sortKey="Hyman, Jm" uniqKey="Hyman J">JM Hyman</name>
</author>
<author>
<name sortKey="Fenimore, Pw" uniqKey="Fenimore P">PW Fenimore</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
<author>
<name sortKey="Bettencourt, Lm" uniqKey="Bettencourt L">LM Bettencourt</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name>
</author>
<author>
<name sortKey="Towers, S" uniqKey="Towers S">S Towers</name>
</author>
<author>
<name sortKey="Miller, Ma" uniqKey="Miller M">MA Miller</name>
</author>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Towers, S" uniqKey="Towers S">S Towers</name>
</author>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
<author>
<name sortKey="Fuentes, R" uniqKey="Fuentes R">R Fuentes</name>
</author>
<author>
<name sortKey="Sotomayor, V" uniqKey="Sotomayor V">V Sotomayor</name>
</author>
<author>
<name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
<author>
<name sortKey="Munayco, Cv" uniqKey="Munayco C">CV Munayco</name>
</author>
<author>
<name sortKey="G Mez, J" uniqKey="G Mez J">J Gómez</name>
</author>
<author>
<name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name>
</author>
<author>
<name sortKey="Miller, Ma" uniqKey="Miller M">MA Miller</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
<author>
<name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name>
</author>
<author>
<name sortKey="Miller, M" uniqKey="Miller M">M Miller</name>
</author>
<author>
<name sortKey="Alonso, Wj" uniqKey="Alonso W">WJ Alonso</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Cowling, Bj" uniqKey="Cowling B">BJ Cowling</name>
</author>
<author>
<name sortKey="Lau, Ms" uniqKey="Lau M">MS Lau</name>
</author>
<author>
<name sortKey="Ho, Lm" uniqKey="Ho L">LM Ho</name>
</author>
<author>
<name sortKey="Chuang, Sk" uniqKey="Chuang S">SK Chuang</name>
</author>
<author>
<name sortKey="Tsang, T" uniqKey="Tsang T">T Tsang</name>
</author>
<author>
<name sortKey="Liu, Sh" uniqKey="Liu S">SH Liu</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Dorigatti, I" uniqKey="Dorigatti I">I Dorigatti</name>
</author>
<author>
<name sortKey="Cauchemez, S" uniqKey="Cauchemez S">S Cauchemez</name>
</author>
<author>
<name sortKey="Pugliese, A" uniqKey="Pugliese A">A Pugliese</name>
</author>
<author>
<name sortKey="Ferguson, Nm" uniqKey="Ferguson N">NM Ferguson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Earn, Dj" uniqKey="Earn D">DJ Earn</name>
</author>
<author>
<name sortKey="Andrews, Pw" uniqKey="Andrews P">PW Andrews</name>
</author>
<author>
<name sortKey="Bolker, Bm" uniqKey="Bolker B">BM Bolker</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Ejima, K" uniqKey="Ejima K">K Ejima</name>
</author>
<author>
<name sortKey="Aihara, K" uniqKey="Aihara K">K Aihara</name>
</author>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Fielding, Je" uniqKey="Fielding J">JE Fielding</name>
</author>
<author>
<name sortKey="Kelly, Ha" uniqKey="Kelly H">HA Kelly</name>
</author>
<author>
<name sortKey="Glass, K" uniqKey="Glass K">K Glass</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Fierro, A" uniqKey="Fierro A">A Fierro</name>
</author>
<author>
<name sortKey="Liccardo, A" uniqKey="Liccardo A">A Liccardo</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Fraser, C" uniqKey="Fraser C">C Fraser</name>
</author>
<author>
<name sortKey="Cummings, Da" uniqKey="Cummings D">DA Cummings</name>
</author>
<author>
<name sortKey="Klinkenberg, D" uniqKey="Klinkenberg D">D Klinkenberg</name>
</author>
<author>
<name sortKey="Burke, Ds" uniqKey="Burke D">DS Burke</name>
</author>
<author>
<name sortKey="Ferguson, Nm" uniqKey="Ferguson N">NM Ferguson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Furuya, H" uniqKey="Furuya H">H Furuya</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Glass, K" uniqKey="Glass K">K Glass</name>
</author>
<author>
<name sortKey="Mercer, Gn" uniqKey="Mercer G">GN Mercer</name>
</author>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
<author>
<name sortKey="Mcbryde, Es" uniqKey="Mcbryde E">ES McBryde</name>
</author>
<author>
<name sortKey="Becker, Ng" uniqKey="Becker N">NG Becker</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Gran, Jm" uniqKey="Gran J">JM Gran</name>
</author>
<author>
<name sortKey="Iversen, B" uniqKey="Iversen B">B Iversen</name>
</author>
<author>
<name sortKey="Hungnes, O" uniqKey="Hungnes O">O Hungnes</name>
</author>
<author>
<name sortKey="Aalen, Oo" uniqKey="Aalen O">OO Aalen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Gurav, Yk" uniqKey="Gurav Y">YK Gurav</name>
</author>
<author>
<name sortKey="Chadha, Ms" uniqKey="Chadha M">MS Chadha</name>
</author>
<author>
<name sortKey="Tandale, Bv" uniqKey="Tandale B">BV Tandale</name>
</author>
<author>
<name sortKey="Potdar, Va" uniqKey="Potdar V">VA Potdar</name>
</author>
<author>
<name sortKey="Pawar, Sd" uniqKey="Pawar S">SD Pawar</name>
</author>
<author>
<name sortKey="Shil, P" uniqKey="Shil P">P Shil</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Haghdoost, A" uniqKey="Haghdoost A">A Haghdoost</name>
</author>
<author>
<name sortKey="Baneshi, Mr" uniqKey="Baneshi M">MR Baneshi</name>
</author>
<author>
<name sortKey="Zolala, F" uniqKey="Zolala F">F Zolala</name>
</author>
<author>
<name sortKey="Farvahari, S" uniqKey="Farvahari S">S Farvahari</name>
</author>
<author>
<name sortKey="Safizadeh, H" uniqKey="Safizadeh H">H Safizadeh</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hens, N" uniqKey="Hens N">N Hens</name>
</author>
<author>
<name sortKey="Calatayud, L" uniqKey="Calatayud L">L Calatayud</name>
</author>
<author>
<name sortKey="Kurkela, S" uniqKey="Kurkela S">S Kurkela</name>
</author>
<author>
<name sortKey="Tamme, T" uniqKey="Tamme T">T Tamme</name>
</author>
<author>
<name sortKey="Wallinga, J" uniqKey="Wallinga J">J Wallinga</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hens, N" uniqKey="Hens N">N Hens</name>
</author>
<author>
<name sortKey="Van Ranst, M" uniqKey="Van Ranst M">M Van Ranst</name>
</author>
<author>
<name sortKey="Aerts, M" uniqKey="Aerts M">M Aerts</name>
</author>
<author>
<name sortKey="Robesyn, E" uniqKey="Robesyn E">E Robesyn</name>
</author>
<author>
<name sortKey="Van Damme, P" uniqKey="Van Damme P">P Van Damme</name>
</author>
<author>
<name sortKey="Beutels, P" uniqKey="Beutels P">P Beutels</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hsieh, Yh" uniqKey="Hsieh Y">YH Hsieh</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hsieh, Yh" uniqKey="Hsieh Y">YH Hsieh</name>
</author>
<author>
<name sortKey="Cheng, Kf" uniqKey="Cheng K">KF Cheng</name>
</author>
<author>
<name sortKey="Wu, Tn" uniqKey="Wu T">TN Wu</name>
</author>
<author>
<name sortKey="Li, Tc" uniqKey="Li T">TC Li</name>
</author>
<author>
<name sortKey="Chen, Cy" uniqKey="Chen C">CY Chen</name>
</author>
<author>
<name sortKey="Chen, Jh" uniqKey="Chen J">JH Chen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hsieh, Yh" uniqKey="Hsieh Y">YH Hsieh</name>
</author>
<author>
<name sortKey="Fisman, Dn" uniqKey="Fisman D">DN Fisman</name>
</author>
<author>
<name sortKey="Wu, J" uniqKey="Wu J">J Wu</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hsieh, Yh" uniqKey="Hsieh Y">YH Hsieh</name>
</author>
<author>
<name sortKey="Huang, Hm" uniqKey="Huang H">HM Huang</name>
</author>
<author>
<name sortKey="Lan, Yc" uniqKey="Lan Y">YC Lan</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hsieh, Yh" uniqKey="Hsieh Y">YH Hsieh</name>
</author>
<author>
<name sortKey="Ma, S" uniqKey="Ma S">S Ma</name>
</author>
<author>
<name sortKey="Velasco Hernandez, Jx" uniqKey="Velasco Hernandez J">JX Velasco Hernandez</name>
</author>
<author>
<name sortKey="Lee, Vj" uniqKey="Lee V">VJ Lee</name>
</author>
<author>
<name sortKey="Lim, Wy" uniqKey="Lim W">WY Lim</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hsieh, Yh" uniqKey="Hsieh Y">YH Hsieh</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Inaba, H" uniqKey="Inaba H">H Inaba</name>
</author>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Jackson, C" uniqKey="Jackson C">C Jackson</name>
</author>
<author>
<name sortKey="Vynnycky, E" uniqKey="Vynnycky E">E Vynnycky</name>
</author>
<author>
<name sortKey="Mangtani, P" uniqKey="Mangtani P">P Mangtani</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kadi, As" uniqKey="Kadi A">AS Kadi</name>
</author>
<author>
<name sortKey="Avaradi, Sr" uniqKey="Avaradi S">SR Avaradi</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kelly, Ha" uniqKey="Kelly H">HA Kelly</name>
</author>
<author>
<name sortKey="Mercer, Gn" uniqKey="Mercer G">GN Mercer</name>
</author>
<author>
<name sortKey="Fielding, Je" uniqKey="Fielding J">JE Fielding</name>
</author>
<author>
<name sortKey="Dowse, Gk" uniqKey="Dowse G">GK Dowse</name>
</author>
<author>
<name sortKey="Glass, K" uniqKey="Glass K">K Glass</name>
</author>
<author>
<name sortKey="Carcione, D" uniqKey="Carcione D">D Carcione</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kelso, Jk" uniqKey="Kelso J">JK Kelso</name>
</author>
<author>
<name sortKey="Halder, N" uniqKey="Halder N">N Halder</name>
</author>
<author>
<name sortKey="Postma, Mj" uniqKey="Postma M">MJ Postma</name>
</author>
<author>
<name sortKey="Milne, Gj" uniqKey="Milne G">GJ Milne</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kim, K" uniqKey="Kim K">K Kim</name>
</author>
<author>
<name sortKey="Omori, R" uniqKey="Omori R">R Omori</name>
</author>
<author>
<name sortKey="Ito, K" uniqKey="Ito K">K Ito</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kucharski, Aj" uniqKey="Kucharski A">AJ Kucharski</name>
</author>
<author>
<name sortKey="Edmunds, Wj" uniqKey="Edmunds W">WJ Edmunds</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Lin, Cj" uniqKey="Lin C">CJ Lin</name>
</author>
<author>
<name sortKey="Deger, Ka" uniqKey="Deger K">KA Deger</name>
</author>
<author>
<name sortKey="Tien, Jh" uniqKey="Tien J">JH Tien</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Liu, R" uniqKey="Liu R">R Liu</name>
</author>
<author>
<name sortKey="Leung, Rk" uniqKey="Leung R">RK Leung</name>
</author>
<author>
<name sortKey="Chen, T" uniqKey="Chen T">T Chen</name>
</author>
<author>
<name sortKey="Zhang, X" uniqKey="Zhang X">X Zhang</name>
</author>
<author>
<name sortKey="Chen, F" uniqKey="Chen F">F Chen</name>
</author>
<author>
<name sortKey="Chen, S" uniqKey="Chen S">S Chen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Liu, W" uniqKey="Liu W">W Liu</name>
</author>
<author>
<name sortKey="Tang, S" uniqKey="Tang S">S Tang</name>
</author>
<author>
<name sortKey="Xiao, Y" uniqKey="Xiao Y">Y Xiao</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Marquetoux, N" uniqKey="Marquetoux N">N Marquetoux</name>
</author>
<author>
<name sortKey="Paul, M" uniqKey="Paul M">M Paul</name>
</author>
<author>
<name sortKey="Wongnarkpet, S" uniqKey="Wongnarkpet S">S Wongnarkpet</name>
</author>
<author>
<name sortKey="Poolkhet, C" uniqKey="Poolkhet C">C Poolkhet</name>
</author>
<author>
<name sortKey="Thanapongtharm, W" uniqKey="Thanapongtharm W">W Thanapongtharm</name>
</author>
<author>
<name sortKey="Roger, F" uniqKey="Roger F">F Roger</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Massad, E" uniqKey="Massad E">E Massad</name>
</author>
<author>
<name sortKey="Burattini, Mn" uniqKey="Burattini M">MN Burattini</name>
</author>
<author>
<name sortKey="Coutinho, Fa" uniqKey="Coutinho F">FA Coutinho</name>
</author>
<author>
<name sortKey="Lopez, Lf" uniqKey="Lopez L">LF Lopez</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Mathews, Jd" uniqKey="Mathews J">JD Mathews</name>
</author>
<author>
<name sortKey="Mcbryde, Es" uniqKey="Mcbryde E">ES McBryde</name>
</author>
<author>
<name sortKey="Mcvernon, J" uniqKey="Mcvernon J">J McVernon</name>
</author>
<author>
<name sortKey="Pallaghy, Pk" uniqKey="Pallaghy P">PK Pallaghy</name>
</author>
<author>
<name sortKey="Mccaw, Jm" uniqKey="Mccaw J">JM McCaw</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Meeyai, A" uniqKey="Meeyai A">A Meeyai</name>
</author>
<author>
<name sortKey="Cooper, B" uniqKey="Cooper B">B Cooper</name>
</author>
<author>
<name sortKey="Coker, R" uniqKey="Coker R">R Coker</name>
</author>
<author>
<name sortKey="Pan Ngum, W" uniqKey="Pan Ngum W">W Pan-Ngum</name>
</author>
<author>
<name sortKey="Akarasewi, P" uniqKey="Akarasewi P">P Akarasewi</name>
</author>
<author>
<name sortKey="Iamsirithaworn, S" uniqKey="Iamsirithaworn S">S Iamsirithaworn</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Modchang, C" uniqKey="Modchang C">C Modchang</name>
</author>
<author>
<name sortKey="Iamsirithaworn, S" uniqKey="Iamsirithaworn S">S Iamsirithaworn</name>
</author>
<author>
<name sortKey="Auewarakul, P" uniqKey="Auewarakul P">P Auewarakul</name>
</author>
<author>
<name sortKey="Triampo" uniqKey="Triampo">Triampo</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Mostaco Guidolin, Lc" uniqKey="Mostaco Guidolin L">LC Mostaço-Guidolin</name>
</author>
<author>
<name sortKey="Bowman, Cs" uniqKey="Bowman C">CS Bowman</name>
</author>
<author>
<name sortKey="Greer, Al" uniqKey="Greer A">AL Greer</name>
</author>
<author>
<name sortKey="Fisman, Dn" uniqKey="Fisman D">DN Fisman</name>
</author>
<author>
<name sortKey="Moghadas, Sm" uniqKey="Moghadas S">SM Moghadas</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Safan, M" uniqKey="Safan M">M Safan</name>
</author>
<author>
<name sortKey="Castillo Chavez, C" uniqKey="Castillo Chavez C">C Castillo-Chavez</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
<author>
<name sortKey="Mizumoto, K" uniqKey="Mizumoto K">K Mizumoto</name>
</author>
<author>
<name sortKey="Ejima, K" uniqKey="Ejima K">K Ejima</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Nyirenda, M" uniqKey="Nyirenda M">M Nyirenda</name>
</author>
<author>
<name sortKey="Omori, R" uniqKey="Omori R">R Omori</name>
</author>
<author>
<name sortKey="Tessmer, Hl" uniqKey="Tessmer H">HL Tessmer</name>
</author>
<author>
<name sortKey="Arimura, H" uniqKey="Arimura H">H Arimura</name>
</author>
<author>
<name sortKey="Ito, K" uniqKey="Ito K">K Ito</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Obadia, T" uniqKey="Obadia T">T Obadia</name>
</author>
<author>
<name sortKey="Haneef, R" uniqKey="Haneef R">R Haneef</name>
</author>
<author>
<name sortKey="Boelle, Py" uniqKey="Boelle P">PY Boëlle</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Pamaran, Rr" uniqKey="Pamaran R">RR Pamaran</name>
</author>
<author>
<name sortKey="Kamigaki, T" uniqKey="Kamigaki T">T Kamigaki</name>
</author>
<author>
<name sortKey="Hewe, Tt" uniqKey="Hewe T">TT Hewe</name>
</author>
<author>
<name sortKey="Flores, Km" uniqKey="Flores K">KM Flores</name>
</author>
<author>
<name sortKey="Mercado, Es" uniqKey="Mercado E">ES Mercado</name>
</author>
<author>
<name sortKey="Alday, Pp" uniqKey="Alday P">PP Alday</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Rizzo, C" uniqKey="Rizzo C">C Rizzo</name>
</author>
<author>
<name sortKey="Ajelli, M" uniqKey="Ajelli M">M Ajelli</name>
</author>
<author>
<name sortKey="Merler, S" uniqKey="Merler S">S Merler</name>
</author>
<author>
<name sortKey="Pugliese, A" uniqKey="Pugliese A">A Pugliese</name>
</author>
<author>
<name sortKey="Barbetta, I" uniqKey="Barbetta I">I Barbetta</name>
</author>
<author>
<name sortKey="Salmaso, S" uniqKey="Salmaso S">S Salmaso</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Roberts, Mg" uniqKey="Roberts M">MG Roberts</name>
</author>
<author>
<name sortKey="Nishiura, H" uniqKey="Nishiura H">H Nishiura</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Roll, U" uniqKey="Roll U">U Roll</name>
</author>
<author>
<name sortKey="Yaari, R" uniqKey="Yaari R">R Yaari</name>
</author>
<author>
<name sortKey="Katriel, G" uniqKey="Katriel G">G Katriel</name>
</author>
<author>
<name sortKey="Barnea, O" uniqKey="Barnea O">O Barnea</name>
</author>
<author>
<name sortKey="Stone, L" uniqKey="Stone L">L Stone</name>
</author>
<author>
<name sortKey="Mendelson, E" uniqKey="Mendelson E">E Mendelson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Sattenspiel, L" uniqKey="Sattenspiel L">L Sattenspiel</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Sertsou, G" uniqKey="Sertsou G">G Sertsou</name>
</author>
<author>
<name sortKey="Wilson, N" uniqKey="Wilson N">N Wilson</name>
</author>
<author>
<name sortKey="Baker, M" uniqKey="Baker M">M Baker</name>
</author>
<author>
<name sortKey="Nelson, P" uniqKey="Nelson P">P Nelson</name>
</author>
<author>
<name sortKey="Roberts, Mg" uniqKey="Roberts M">MG Roberts</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Ali, St" uniqKey="Ali S">ST Ali</name>
</author>
<author>
<name sortKey="Kadi, As" uniqKey="Kadi A">AS Kadi</name>
</author>
<author>
<name sortKey="Ferguson, Nm" uniqKey="Ferguson N">NM Ferguson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Shil, P" uniqKey="Shil P">P Shil</name>
</author>
<author>
<name sortKey="Gurav, Yk" uniqKey="Gurav Y">YK Gurav</name>
</author>
<author>
<name sortKey="Chadha, Ms" uniqKey="Chadha M">MS Chadha</name>
</author>
<author>
<name sortKey="Mishra, A" uniqKey="Mishra A">A Mishra</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Tan, X" uniqKey="Tan X">X Tan</name>
</author>
<author>
<name sortKey="Yuan, L" uniqKey="Yuan L">L Yuan</name>
</author>
<author>
<name sortKey="Zhou, J" uniqKey="Zhou J">J Zhou</name>
</author>
<author>
<name sortKey="Zheng, Y" uniqKey="Zheng Y">Y Zheng</name>
</author>
<author>
<name sortKey="Yang, F" uniqKey="Yang F">F Yang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Tang, S" uniqKey="Tang S">S Tang</name>
</author>
<author>
<name sortKey="Xiao, Y" uniqKey="Xiao Y">Y Xiao</name>
</author>
<author>
<name sortKey="Yang, Y" uniqKey="Yang Y">Y Yang</name>
</author>
<author>
<name sortKey="Zhou, Y" uniqKey="Zhou Y">Y Zhou</name>
</author>
<author>
<name sortKey="Wu, J" uniqKey="Wu J">J Wu</name>
</author>
<author>
<name sortKey="Ma, Z" uniqKey="Ma Z">Z Ma</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Tang, S" uniqKey="Tang S">S Tang</name>
</author>
<author>
<name sortKey="Xiao, Y" uniqKey="Xiao Y">Y Xiao</name>
</author>
<author>
<name sortKey="Yuan, L" uniqKey="Yuan L">L Yuan</name>
</author>
<author>
<name sortKey="Cheke, Ra" uniqKey="Cheke R">RA Cheke</name>
</author>
<author>
<name sortKey="Wu, J" uniqKey="Wu J">J Wu</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Truscott, J" uniqKey="Truscott J">J Truscott</name>
</author>
<author>
<name sortKey="Fraser, C" uniqKey="Fraser C">C Fraser</name>
</author>
<author>
<name sortKey="Hinsley, W" uniqKey="Hinsley W">W Hinsley</name>
</author>
<author>
<name sortKey="Cauchemez, S" uniqKey="Cauchemez S">S Cauchemez</name>
</author>
<author>
<name sortKey="Donnelly, C" uniqKey="Donnelly C">C Donnelly</name>
</author>
<author>
<name sortKey="Ghani, A" uniqKey="Ghani A">A Ghani</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Tsukui, S" uniqKey="Tsukui S">S Tsukui</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Van Kerckhove, K" uniqKey="Van Kerckhove K">K Van Kerckhove</name>
</author>
<author>
<name sortKey="Hens, N" uniqKey="Hens N">N Hens</name>
</author>
<author>
<name sortKey="Edmunds, Wj" uniqKey="Edmunds W">WJ Edmunds</name>
</author>
<author>
<name sortKey="Eames, Kt" uniqKey="Eames K">KT Eames</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Ward, Mp" uniqKey="Ward M">MP Ward</name>
</author>
<author>
<name sortKey="Maftei, D" uniqKey="Maftei D">D Maftei</name>
</author>
<author>
<name sortKey="Apostu, C" uniqKey="Apostu C">C Apostu</name>
</author>
<author>
<name sortKey="Suru, A" uniqKey="Suru A">A Suru</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="White, Lf" uniqKey="White L">LF White</name>
</author>
<author>
<name sortKey="Wallinga, J" uniqKey="Wallinga J">J Wallinga</name>
</author>
<author>
<name sortKey="Finelli, L" uniqKey="Finelli L">L Finelli</name>
</author>
<author>
<name sortKey="Reed, C" uniqKey="Reed C">C Reed</name>
</author>
<author>
<name sortKey="Riley, S" uniqKey="Riley S">S Riley</name>
</author>
<author>
<name sortKey="Lipsitch, M" uniqKey="Lipsitch M">M Lipsitch</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Xiao, Y" uniqKey="Xiao Y">Y Xiao</name>
</author>
<author>
<name sortKey="Sun, X" uniqKey="Sun X">X Sun</name>
</author>
<author>
<name sortKey="Tang, S" uniqKey="Tang S">S Tang</name>
</author>
<author>
<name sortKey="Wu, J" uniqKey="Wu J">J Wu</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Yang, Y" uniqKey="Yang Y">Y Yang</name>
</author>
<author>
<name sortKey="Zhang, Y" uniqKey="Zhang Y">Y Zhang</name>
</author>
<author>
<name sortKey="Fang, L" uniqKey="Fang L">L Fang</name>
</author>
<author>
<name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author>
<name sortKey="Ma, M" uniqKey="Ma M">M Ma</name>
</author>
<author>
<name sortKey="Liang, S" uniqKey="Liang S">S Liang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Yu, H" uniqKey="Yu H">H Yu</name>
</author>
<author>
<name sortKey="Cauchemez, S" uniqKey="Cauchemez S">S Cauchemez</name>
</author>
<author>
<name sortKey="Donnelly, Ca" uniqKey="Donnelly C">CA Donnelly</name>
</author>
<author>
<name sortKey="Zhou, L" uniqKey="Zhou L">L Zhou</name>
</author>
<author>
<name sortKey="Feng, L" uniqKey="Feng L">L Feng</name>
</author>
<author>
<name sortKey="Xiang, N" uniqKey="Xiang N">N Xiang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Zhang, S" uniqKey="Zhang S">S Zhang</name>
</author>
<author>
<name sortKey="Yan, P" uniqKey="Yan P">P Yan</name>
</author>
<author>
<name sortKey="Winchester, B" uniqKey="Winchester B">B Winchester</name>
</author>
<author>
<name sortKey="Wang, J" uniqKey="Wang J">J Wang</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
<affiliations>
<list>
<country>
<li>Iran</li>
</country>
</list>
<tree>
<country name="Iran">
<noRegion>
<name sortKey="Nikbakht, Roya" sort="Nikbakht, Roya" uniqKey="Nikbakht R" first="Roya" last="Nikbakht">Roya Nikbakht</name>
</noRegion>
<name sortKey="Bahrampour, Abbas" sort="Bahrampour, Abbas" uniqKey="Bahrampour A" first="Abbas" last="Bahrampour">Abbas Bahrampour</name>
<name sortKey="Baneshi, Mohammad Reza" sort="Baneshi, Mohammad Reza" uniqKey="Baneshi M" first="Mohammad Reza" last="Baneshi">Mohammad Reza Baneshi</name>
<name sortKey="Hosseinnataj, Abolfazl" sort="Hosseinnataj, Abolfazl" uniqKey="Hosseinnataj A" first="Abolfazl" last="Hosseinnataj">Abolfazl Hosseinnataj</name>
</country>
</tree>
</affiliations>
</record>

Pour manipuler ce document sous Unix (Dilib)

EXPLOR_STEP=$WICRI_ROOT/Sante/explor/H2N2V1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000101 | SxmlIndent | more

Ou

HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000101 | SxmlIndent | more

Pour mettre un lien sur cette page dans le réseau Wicri

{{Explor lien
   |wiki=    Sante
   |area=    H2N2V1
   |flux=    Main
   |étape=   Exploration
   |type=    RBID
   |clé=     PMC:6670001
   |texte=   Comparison of methods to Estimate Basic Reproduction Number (R0) of influenza, Using Canada 2009 and 2017-18 A (H1N1) Data
}}

Pour générer des pages wiki

HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i   -Sk "pubmed:31523253" \
       | HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd   \
       | NlmPubMed2Wicri -a H2N2V1 

Wicri

This area was generated with Dilib version V0.6.33.
Data generation: Tue Apr 14 19:59:40 2020. Site generation: Thu Mar 25 15:38:26 2021