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{"title"=>"Monitoring Influenza Epidemics in China with Search Query from Baidu", "type"=>"journal", "authors"=>[{"first_name"=>"Qingyu", "last_name"=>"Yuan", "scopus_author_id"=>"51666038500"}, {"first_name"=>"Elaine O.", "last_name"=>"Nsoesie", "scopus_author_id"=>"54179760200"}, {"first_name"=>"Benfu", "last_name"=>"Lv", "scopus_author_id"=>"36802036700"}, {"first_name"=>"Geng", "last_name"=>"Peng", "scopus_author_id"=>"50262686300"}, {"first_name"=>"Rumi", "last_name"=>"Chunara", "scopus_author_id"=>"23092771500"}, {"first_name"=>"John S.", "last_name"=>"Brownstein", "scopus_author_id"=>"8872411400"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"pmid"=>"23750192", "doi"=>"10.1371/journal.pone.0064323", "sgr"=>"84878474470", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "scopus"=>"2-s2.0-84878474470", "issn"=>"19326203", "pui"=>"369039415"}, "id"=>"19e4e27a-01ee-353d-8bfb-bfa8c0fb824b", "abstract"=>"Several approaches have been proposed for near real-time detection and prediction of the spread of influenza. These include search query data for influenza-related terms, which has been explored as a tool for augmenting traditional surveillance methods. In this paper, we present a method that uses Internet search query data from Baidu to model and monitor influenza activity in China. The objectives of the study are to present a comprehensive technique for: (i) keyword selection, (ii) keyword filtering, (iii) index composition and (iv) modeling and detection of influenza activity in China. Sequential time-series for the selected composite keyword index is significantly correlated with Chinese influenza case data. In addition, one-month ahead prediction of influenza cases for the first eight months of 2012 has a mean absolute percent error less than 11%. To our knowledge, this is the first study on the use of search query data from Baidu in conjunction with this approach for estimation of influenza activity in China.", "link"=>"http://www.mendeley.com/research/monitoring-influenza-epidemics-china-search-query-baidu", "reader_count"=>78, "reader_count_by_academic_status"=>{"Unspecified"=>4, "Professor > Associate Professor"=>2, "Student > Doctoral Student"=>3, "Researcher"=>13, "Student > Ph. D. Student"=>20, "Student > Postgraduate"=>3, "Student > Master"=>12, "Other"=>7, "Student > Bachelor"=>9, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>3, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>4, "Professor > Associate Professor"=>2, "Student > Doctoral Student"=>3, "Researcher"=>13, "Student > Ph. D. Student"=>20, "Student > Postgraduate"=>3, "Student > Master"=>12, "Other"=>7, "Student > Bachelor"=>9, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>3, "Professor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>5, "Agricultural and Biological Sciences"=>4, "Arts and Humanities"=>1, "Business, Management and Accounting"=>3, "Veterinary Science and Veterinary Medicine"=>1, "Chemistry"=>2, "Computer Science"=>24, "Decision Sciences"=>1, "Earth and Planetary Sciences"=>1, "Economics, Econometrics and Finance"=>5, "Engineering"=>2, "Environmental Science"=>1, "Nursing and Health Professions"=>1, "Mathematics"=>3, "Medicine and Dentistry"=>14, "Physics and Astronomy"=>1, "Psychology"=>1, "Social Sciences"=>7, "Immunology and Microbiology"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>14}, "Social Sciences"=>{"Social Sciences"=>7}, "Decision Sciences"=>{"Decision Sciences"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Psychology"=>{"Psychology"=>1}, "Mathematics"=>{"Mathematics"=>3}, "Unspecified"=>{"Unspecified"=>5}, "Environmental Science"=>{"Environmental Science"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>1}, "Engineering"=>{"Engineering"=>2}, "Chemistry"=>{"Chemistry"=>2}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>5}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>4}, "Computer Science"=>{"Computer Science"=>24}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>3}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Veterinary Science and Veterinary Medicine"=>{"Veterinary Science and Veterinary Medicine"=>1}}, "reader_count_by_country"=>{"Canada"=>1, "Iran"=>1, "Ireland"=>1, "United Kingdom"=>1}, "group_count"=>4}

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• http://doi.org/10.1186/s12879-020-05740-x
• http://doi.org/10.4258/hir.2020.26.3.175
• http://doi.org/10.2196/18281
• http://doi.org/10.1186/2049-9957-2-31
• http://doi.org/10.1016/S1473-3099(13)70244-5
• http://doi.org/10.1073/pnas.1515373112
• http://doi.org/10.1007/s11518-016-5311-7
• http://doi.org/10.1007/s10018-017-0196-3
• http://doi.org/10.1016/j.ijinfomgt.2018.07.003
• http://doi.org/10.1371/journal.pcbi.1007941
• http://doi.org/10.1186/s12889-019-7103-8
• http://doi.org/10.2196/16119
• http://doi.org/10.1371/journal.pcbi.1003581
• http://doi.org/10.7717/peerj.5134
• http://doi.org/10.1038/srep25732
• http://doi.org/10.1016/j.apgeog.2016.03.004
• http://doi.org/10.1109/ACCESS.2020.2983799
• http://doi.org/10.3390/su10103414
• http://doi.org/10.1371/journal.pcbi.1004928
• http://doi.org/10.2196/publichealth.4472
• http://doi.org/10.1186/s13104-020-4889-5
• http://doi.org/10.1002/hpm.2525
• http://doi.org/10.1016/j.ipm.2020.102486
• http://doi.org/10.2196/jmir.7855
• http://doi.org/10.1038/srep40841
• http://doi.org/10.2196/23098
• http://doi.org/10.1016/j.physrep.2019.05.002
• http://doi.org/10.1371/journal.pone.0195065
• http://doi.org/10.1371/journal.pone.0226841
• http://doi.org/10.1111/irv.12640
• http://doi.org/10.1016/j.ijid.2015.09.017
• http://doi.org/10.1109/TCSS.2019.2915615
• http://doi.org/10.2196/13680
• http://doi.org/10.1186/s12879-018-3322-3
• http://doi.org/10.1371/journal.pntd.0005973
• http://doi.org/10.1146/annurev-animal-022114-111017
• http://doi.org/10.1155/2020/6152041
• http://doi.org/10.1371/journal.pcbi.1003892
• http://doi.org/10.1038/srep09112
• http://doi.org/10.2196/publichealth.7304
• http://doi.org/10.2196/12341
• http://doi.org/10.1186/s12879-016-1669-x
• http://doi.org/10.1371/journal.pntd.0005295
• http://doi.org/10.3390/ijerph17124540
• http://doi.org/10.1038/srep46469
• http://doi.org/10.1038/srep12649
• http://doi.org/10.1016/j.idm.2020.10.001
• http://doi.org/10.3390/ijerph17072388
• http://doi.org/10.1136/bmjopen-2017-018335
• http://doi.org/10.1371/journal.pcbi.1004513
• http://doi.org/10.1016/j.ebiom.2019.08.024
• http://doi.org/10.1017/dmp.2017.84
• http://doi.org/10.2105/AJPH.2017.303767
• http://doi.org/10.1057/s41599-019-0314-x
• http://doi.org/10.1109/ACCESS.2019.2924189
• http://doi.org/10.1038/s41598-021-85987-9
• http://doi.org/10.1186/s12879-017-2424-7
• http://doi.org/10.2196/jmir.4955
• http://doi.org/10.1016/j.scitotenv.2018.04.382
• http://doi.org/10.1007/s41060-020-00224-2
• http://doi.org/10.1016/j.amepre.2014.05.020
• http://doi.org/10.3390/ijerph13080780
• http://doi.org/10.1038/s41598-018-23075-1
• http://doi.org/10.1371/journal.pcbi.1004876
• http://doi.org/10.1080/21505594.2015.1040975
• http://doi.org/10.1016/j.ijid.2017.07.020
• http://doi.org/10.1371/journal.pone.0199697
• http://doi.org/10.1371/journal.pone.0127754
• http://doi.org/10.1371/journal.pone.0201933
• http://doi.org/10.1136/bmjopen-2019-036098
• http://doi.org/10.1038/srep38040
• http://doi.org/10.1017/S0950268817001005
• http://doi.org/10.1093/pubmed/fdw022
• http://doi.org/10.1109/ACCESS.2020.2980634
• http://doi.org/10.1098/rstb.2018.0262
• http://doi.org/10.2196/19455
• http://doi.org/10.2196/publichealth.7344
• http://doi.org/10.1016/j.ypmed.2014.08.003
• http://doi.org/10.1186/2196-1115-1-2
• http://doi.org/10.1038/s41598-018-35685-w
• http://doi.org/10.2200/S00791ED1V01Y201707ICR060
• http://doi.org/10.1093/cid/ciu647
• http://doi.org/10.1371/journal.pone.0176690
• http://doi.org/10.1371/journal.pntd.0005354
• http://doi.org/10.1016/j.tourman.2018.03.006
• http://doi.org/10.1007/s11205-016-1495-y
• http://doi.org/10.1038/srep09540
• http://doi.org/10.1371/journal.pone.0215600
• http://doi.org/10.1136/bmjopen-2015-010683

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• {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/7dc920db-51ab-46a6-83be-b575b7a98680", "title"=>"Reference [5] - First / Last Names misplacement", "body"=>"Hi,\n\nReference [5] has misplaced first and last names. The correct ones in First / Last name order would be:\na) Vasileios / Lampos\nb) Tijl / De Bie\nc) Nello / Cristianini\n\n\n", "isRemoved"=>false, "created"=>"2013-06-10T13:45:41Z", "lastModified"=>"2013-06-10T13:45:41Z", "creator"=>{"userId"=>"320505"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>true, "body"=>"Co-author of the cited paper."}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pone.0064323", "state"=>"published", "journals"=>{"PLoSONE"=>{"journalKey"=>"PLoSONE", "eIssn"=>"1932-6203", "title"=>"PLOS ONE"}}}, "replyTreeSize"=>1, "mostRecentActivity"=>"2013-06-25T21:26:08Z", "replies"=>[{"type"=>"REPLY", "parentID"=>66963, "annotationUri"=>"info:doi/10.1371/reply/7427506a-4c1c-4e89-936d-4570c5944e87", "title"=>"RE: Reference [5] - First / Last Names misplacement", "body"=>"Thank you very much for the comment. We are so sorry about the mistake.Thank you again.", "isRemoved"=>false, "created"=>"2013-06-25T21:26:08Z", "lastModified"=>"2013-06-25T21:26:08Z", "creator"=>{"userId"=>"342501"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pone.0064323", "state"=>"published", "journals"=>{"PLoSONE"=>{"journalKey"=>"PLoSONE", "eIssn"=>"1932-6203", "title"=>"PLOS ONE"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2013-06-25T21:26:08Z", "replies"=>[]}]}
• {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/b0dea3fb-543e-4d9b-93a1-7e79effdda3c", "title"=>"The email in the paper is not available now.", "body"=>"I'm very sorry that my old email Qingyu.Yuan@childrens.harvard.edu is not available now. So if you want to send me an email, please send emails to qingyu602@163.com. Thank you very much.", "isRemoved"=>false, "created"=>"2014-03-11T06:29:37Z", "lastModified"=>"2014-03-11T06:29:37Z", "creator"=>{"userId"=>"342501"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pone.0064323", "state"=>"published", "journals"=>{"PLoSONE"=>{"journalKey"=>"PLoSONE", "eIssn"=>"1932-6203", "title"=>"PLOS ONE"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2014-03-11T06:29:37Z", "replies"=>[]}

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• {"id"=>"1227952392488017920", "text"=>"#PLOSONE: Monitoring Influenza Epidemics in China with Search Query from Baidu https://t.co/w0fXNS4jVk", "created_at"=>"2020-02-13T13:47:19Z", "user"=>"wise_project", "user_name"=>"Project STREET WISE", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1198126191296860160/R2vzqJfD_normal.jpg"}
• {"id"=>"340220758733238272", "text"=>"#PLOSONE: Monitoring Influenza Epidemics in China with Search Query from Baidu http://t.co/CsB52JbMuC", "created_at"=>"2013-05-30T21:38:44Z", "user"=>"lshlj", "user_name"=>"SangHoon Lee", "user_profile_image"=>"http://a0.twimg.com/profile_images/3726622775/3ad65ba9b3d88dccafa65ac8694c309b_normal.jpeg"}
• {"id"=>"340263696674725890", "text"=>"Outstanding! Monitoring Influenza Epidemics in China with Search Query from Baidu http://t.co/xiPdNEeSMy", "created_at"=>"2013-05-31T00:29:21Z", "user"=>"HartleyDM", "user_name"=>"David Hartley", "user_profile_image"=>"http://a0.twimg.com/profile_images/2397123709/3b7wxfgdmv44humufmyh_normal.jpeg"}
• {"id"=>"340597883344670720", "text"=>"our @baidu flu trends paper is out! #PLOSONE: Monitoring #Influenza Epidemics in #China with Search Query from Baidu http://t.co/6UoMcFBuqX", "created_at"=>"2013-05-31T22:37:18Z", "user"=>"johnbrownstein", "user_name"=>"John Brownstein", "user_profile_image"=>"http://a0.twimg.com/profile_images/1305710500/gpw-20050430a-fullsize-Ebola-virus-CDC-PHIL-ID-1181_normal.jpg"}
• {"id"=>"340619719004520449", "text"=>"People around the world are using the Internet...Monitoring flu epidemics in China with Baidu search queries\nhttp://t.co/TeG7mEdUXG", "created_at"=>"2013-06-01T00:04:04Z", "user"=>"rumichunara", "user_name"=>"Rumi", "user_profile_image"=>"http://a0.twimg.com/profile_images/2239971287/Osc_tw_normal.jpg"}
• {"id"=>"340649146178490368", "text"=>"MT @rumichunara: ...Monitoring flu epidemics in China with Baidu search queries\nhttp://t.co/wss1digmvz cc @gfry", "created_at"=>"2013-06-01T02:01:00Z", "user"=>"GHideas", "user_name"=>"Aman Bhandari", "user_profile_image"=>"http://a0.twimg.com/profile_images/281111995/abshot9_normal.jpg"}
• {"id"=>"342227619128946688", "text"=>"Stunning - one-month ahead prediction of influenza cases in China using search data from Baidu, in PLOS One http://t.co/BRadHOgrK6", "created_at"=>"2013-06-05T10:33:17Z", "user"=>"vgalaz", "user_name"=>"Victor Galaz", "user_profile_image"=>"http://a0.twimg.com/profile_images/1158802199/bild__1__normal.JPG"}
• {"id"=>"402209558338088960", "text"=>"Several approaches have been proposed for near real-time detection and prediction of the spread of influenza http://t.co/bg33USzjxJ\"", "created_at"=>"2013-11-17T23:00:06Z", "user"=>"thebaybot", "user_name"=>"baybot", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000263061007/bb2880bd6baf8e5298f42b156c5adebe_normal.jpeg"}
• {"id"=>"404474564484550656", "text"=>"Several approaches have been proposed for near real-time detection and prediction of the spread of influenza http://t.co/Ik4fDaDog6\"", "created_at"=>"2013-11-24T05:00:25Z", "user"=>"thebaybot", "user_name"=>"baybot", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000263061007/bb2880bd6baf8e5298f42b156c5adebe_normal.jpeg"}
• {"id"=>"432740765698383872", "text"=>"Several approaches have been proposed for near real-time detection and prediction of the spread of influenza http://t.co/9pkgfUuFWU\"", "created_at"=>"2014-02-10T05:00:13Z", "user"=>"thebaybot", "user_name"=>"baybot", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000263061007/bb2880bd6baf8e5298f42b156c5adebe_normal.jpeg"}
• {"id"=>"452974083765182465", "text"=>"Several approaches have been proposed for near real-time detection and prediction of the spread of influenza http://t.co/RpH8NERQvv\"", "created_at"=>"2014-04-07T01:00:12Z", "user"=>"thebaybot", "user_name"=>"baybot", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000263061007/bb2880bd6baf8e5298f42b156c5adebe_normal.jpeg"}
• {"id"=>"476469368709062656", "text"=>"@GHideas @prpayne5 Very interesting. We validated #Baidu for flu last year http://t.co/V90oCe3V5f - doesn't seem to be referenced @chao_deng", "created_at"=>"2014-06-10T21:02:04Z", "user"=>"johnbrownstein", "user_name"=>"John Brownstein", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000335672009/5c8d6e238097945c960067884efb6859_normal.jpeg"}
• {"id"=>"476681569935966208", "text"=>"@Chao_Deng See Yuan et al Monitoring Influenza Epidemics in China with Search Query from Baidu. PLOS ONE 8(5): e64323 http://t.co/xZqG3w8BCR", "created_at"=>"2014-06-11T11:05:17Z", "user"=>"mattjhodgkinson", "user_name"=>"Matt Hodgkinson", "user_profile_image"=>"http://pbs.twimg.com/profile_images/457259255624515586/GSdlVF2S_normal.png"}
• {"id"=>"476682082945490946", "text"=>"@ChinaDailyUSA See Yuan et al (2013): Monitoring Influenza Epidemics in China with Search Query from Baidu. PLOS ONE http://t.co/xZqG3w8BCR", "created_at"=>"2014-06-11T11:07:19Z", "user"=>"mattjhodgkinson", "user_name"=>"Matt Hodgkinson", "user_profile_image"=>"http://pbs.twimg.com/profile_images/457259255624515586/GSdlVF2S_normal.png"}
• {"id"=>"504448293137817601", "text"=>"Several approaches have been proposed for near real-time detection and prediction of the spread of influenza http://t.co/LK1XRJtnXC\"", "created_at"=>"2014-08-27T02:00:19Z", "user"=>"thebaybot", "user_name"=>"baybot", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000263061007/bb2880bd6baf8e5298f42b156c5adebe_normal.jpeg"}

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Figshare

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PMC Usage Stats | Further Information

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Relative Metric

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F1000Prime