Surveillance Sans Frontières: Internet-Based Emerging Infectious Disease Intelligence and the HealthMap Project
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{"title"=>"Surveillance sans frontières: Internet-based emerging infectious disease intelligence and the HealthMap project", "type"=>"generic", "authors"=>[{"first_name"=>"John S.", "last_name"=>"Brownstein", "scopus_author_id"=>"8872411400"}, {"first_name"=>"Clark C.", "last_name"=>"Freifeld", "scopus_author_id"=>"23570607100"}, {"first_name"=>"Ben Y.", "last_name"=>"Reis", "scopus_author_id"=>"7007058325"}, {"first_name"=>"Kenneth D.", "last_name"=>"Mandl", "scopus_author_id"=>"7003721828"}], "year"=>2008, "source"=>"PLoS Medicine", "identifiers"=>{"issn"=>"15491277", "scopus"=>"2-s2.0-48749089377", "pui"=>"352110381", "doi"=>"10.1371/journal.pmed.0050151", "isbn"=>"1549-1676", "sgr"=>"48749089377", "pmid"=>"18613747"}, "id"=>"76a75259-dfe5-3e1e-aa25-86b3f301121b", "abstract"=>"John Brownstein and colleagues discuss HealthMap, an automated real-time system that monitors and disseminates online information about emerging infectious diseases.", "link"=>"http://www.mendeley.com/research/surveillance-sans-fronti%C3%A8res-internetbased-emerging-infectious-disease-intelligence-healthmap-projec", "reader_count"=>223, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Professor > Associate Professor"=>13, "Librarian"=>2, "Researcher"=>58, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>46, "Student > Postgraduate"=>13, "Other"=>13, "Student > Master"=>40, "Student > Bachelor"=>17, "Lecturer"=>3, "Lecturer > Senior Lecturer"=>2, "Professor"=>7}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Professor > Associate Professor"=>13, "Librarian"=>2, "Researcher"=>58, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>46, "Student > Postgraduate"=>13, "Other"=>13, "Student > Master"=>40, "Student > Bachelor"=>17, "Lecturer"=>3, "Lecturer > Senior Lecturer"=>2, "Professor"=>7}, "reader_count_by_subject_area"=>{"Unspecified"=>6, "Agricultural and Biological Sciences"=>43, "Arts and Humanities"=>3, "Veterinary Science and Veterinary Medicine"=>5, "Business, Management and Accounting"=>3, "Computer Science"=>33, "Decision Sciences"=>1, "Earth and Planetary Sciences"=>3, "Economics, Econometrics and Finance"=>1, "Engineering"=>3, "Environmental Science"=>13, "Nursing and Health Professions"=>1, "Biochemistry, Genetics and Molecular Biology"=>2, "Mathematics"=>7, "Medicine and Dentistry"=>76, "Neuroscience"=>1, "Psychology"=>1, "Social Sciences"=>20, "Immunology and Microbiology"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>76}, "Social Sciences"=>{"Social Sciences"=>20}, "Decision Sciences"=>{"Decision Sciences"=>1}, "Psychology"=>{"Psychology"=>1}, "Mathematics"=>{"Mathematics"=>7}, "Unspecified"=>{"Unspecified"=>6}, "Environmental Science"=>{"Environmental Science"=>13}, "Arts and Humanities"=>{"Arts and Humanities"=>3}, "Engineering"=>{"Engineering"=>3}, "Neuroscience"=>{"Neuroscience"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>3}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>43}, "Computer Science"=>{"Computer Science"=>33}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>3}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>2}, "Veterinary Science and Veterinary Medicine"=>{"Veterinary Science and Veterinary Medicine"=>5}}, "reader_count_by_country"=>{"Saudi Arabia"=>1, "Canada"=>3, "Sweden"=>1, "United States"=>15, "Taiwan"=>1, "United Kingdom"=>8, "Australia"=>1, "Portugal"=>3, "India"=>2, "French Polynesia"=>1}, "group_count"=>13}

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Figshare

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  • {"files"=>["https://ndownloader.figshare.com/files/927528"], "description"=>"<p>(1) Web-based data are acquired from a variety of Web sites every hour, 7 days a week (ranging from rumors on discussion sites to news media to validated official reports). (2) The extracted articles are then categorized by pathogen and location of the outbreak in question. (3) Articles are then analyzed for duplication and content. Duplicate articles are removed, while those that discuss new information about an ongoing situation are integrated with other related articles and added to the interactive map. (4) Once classified, articles are filtered by their relevance into five categories. Only “breaking news” articles are added as markers to the map.</p>", "links"=>[], "tags"=>["healthmap"], "article_id"=>597984, "categories"=>["Biotechnology", "Infectious Diseases"], "users"=>["John S Brownstein", "Clark C Freifeld", "Ben Y Reis", "Kenneth D Mandl"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.0050151.g002", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Stages_of_HealthMap_Surveillance_/597984", "title"=>"Stages of HealthMap Surveillance", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 10:05:19"}
  • {"files"=>["https://ndownloader.figshare.com/files/927643"], "description"=>"<p>Geographic coverage of English language news reports of infectious disease outbreaks collected through Google News from October 1, 2006 through July 18, 2007. (A) displays counts of disease outbreak reports; (B) displays population-adjusted outbreak reporting as number of reports per million inhabitants.</p>", "links"=>[], "tags"=>["outbreak"], "article_id"=>598099, "categories"=>["Biotechnology", "Infectious Diseases"], "users"=>["John S Brownstein", "Clark C Freifeld", "Ben Y Reis", "Kenneth D Mandl"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.0050151.g003", "stats"=>{"downloads"=>2, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Map_of_Outbreak_Report_Coverage_/598099", "title"=>"Map of Outbreak Report Coverage", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 10:05:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/927776"], "description"=>"<p>All articles related to a given outbreak are aggregated by text similarity matching in order to provide a situational awareness report. Furthermore, other outbreaks occurring in the same geographic area or involving the same pathogen are provided. The window also provides links to further research on the subject. In this example, we show all alerts relating to a recent cholera outbreak in Nigeria.</p>", "links"=>[], "tags"=>["situational"], "article_id"=>598232, "categories"=>["Biotechnology", "Infectious Diseases"], "users"=>["John S Brownstein", "Clark C Freifeld", "Ben Y Reis", "Kenneth D Mandl"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.0050151.g004", "stats"=>{"downloads"=>2, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_HealthMap_Situational_Awareness_Window_/598232", "title"=>"HealthMap Situational Awareness Window", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 10:06:47"}

PMC Usage Stats | Further Information

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