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HealthMap: Global Infectious Disease Monitoring through Automated Classification and Visualization of Internet Media Reports

C. C. Freifeld, K. D. Mandl, B. Y. Reis, J. S. Brownstein
<span title="2008-03-01">2008</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/aapnwtybrvghlc35hfimbtdlom" style="color: black;">JAMIA Journal of the American Medical Informatics Association</a> </i> &nbsp;
Our objective is to address this challenge through the HealthMap.org Web application, an automated system for querying, filtering, integrating and visualizing unstructured reports on disease outbreaks.  ...  Results: As part of the evaluation of the system, we analyzed 778 reports with HealthMap, representing 87 disease categories and 89 countries.  ...  through automated querying, filtering, integration, and visualization of Web-based reports on infectious disease outbreaks, to facilitate knowledge management and early detection. 5, 8 A freely available  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1197/jamia.m2544">doi:10.1197/jamia.m2544</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/18096908">pmid:18096908</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2274789/">pmcid:PMC2274789</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n26wny2umzg2dbjfqst6qmfnqq">fatcat:n26wny2umzg2dbjfqst6qmfnqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160418234655/http://jamia.oxfordjournals.org:80/content/jaminfo/15/2/150.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d0/8c/d08c0b9246f3b5da0af8eddbd3397eb393cf6b17.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1197/jamia.m2544"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2274789" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Using digital surveillance tools for near real-time mapping of the risk of infectious disease spread

Sangeeta Bhatia, Britta Lassmann, Emily Cohn, Angel N. Desai, Malwina Carrion, Moritz U. G. Kraemer, Mark Herringer, John Brownstein, Larry Madoff, Anne Cori, Pierre Nouvellet
<span title="2021-04-16">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uwry6ckzz5bt5kepcbpuulmtqy" style="color: black;">npj Digital Medicine</a> </i> &nbsp;
Our aim was to investigate the use of data collected through ProMED and HealthMap in real-time outbreak analysis.  ...  Using ProMED and HealthMap data, the model was able to robustly quantify the risk of disease spread 1–4 weeks in advance and for countries at risk of case importations, quantify where this risk comes from  ...  ACKNOWLEDGEMENTS The work in this manuscript was funded through the USAID (United States Agency of International Development) Centre for Accelerating Innovation and Impact -"Combating Zika and Future Threats  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41746-021-00442-3">doi:10.1038/s41746-021-00442-3</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33864009">pmid:33864009</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8052406/">pmcid:PMC8052406</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d2wskkblsbcu3metx3zjsh3xza">fatcat:d2wskkblsbcu3metx3zjsh3xza</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716035820/https://spiral.imperial.ac.uk:8443/bitstream/10044/1/88650/9/s41746-021-00442-3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f5/e2/f5e2591e7937c698234ed6253fad944ddba73eb0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41746-021-00442-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052406" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Automated vocabulary discovery for geo-parsing online epidemic intelligence

Mikaela Keller, Clark C Freifeld, John S Brownstein
<span title="">2009</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n5zrklrhlzhtdorf4rk4rmeo3i" style="color: black;">BMC Bioinformatics</a> </i> &nbsp;
HealthMap is part of a new generation of online systems designed to monitor and visualize, on a real-time basis, disease outbreak alerts as reported by online news media and public health sources.  ...  Automated surveillance of the Internet provides a timely and sensitive method for alerting on global emerging infectious disease threats.  ...  Acknowledgements This work was supported by grant G08LM009776-01A2 from the National Library of Medicine and the National Institutes of Health and a research grant from Google.org.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1471-2105-10-385">doi:10.1186/1471-2105-10-385</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19930702">pmid:19930702</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2787530/">pmcid:PMC2787530</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wsafq5znwzevjcqm7ihbbm7jhe">fatcat:wsafq5znwzevjcqm7ihbbm7jhe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830095359/https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/1471-2105-10-385?site=http://bmcbioinformatics.biomedcentral.com" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/29/b9/29b9b1d9e00b9679eecb91255c25a96327345ea5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1471-2105-10-385"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2787530" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Building Resilience against COVID-19 Pandemic Using Artificial Intelligence, Machine Learning, and IoT: A Survey of Recent Progress

S. M. Abu Adnan Abir, Shama Naz Islam, Adnan Anwar, Abdun Naser Mahmood, Aman Maung Than Oo
<span title="2020-12-06">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/guqr4cddivc4xaga5w2s7tx2ci" style="color: black;">IoT</a> </i> &nbsp;
These applications are highly dependent on real-time monitoring of the patients and effective coordination of the information, where the Internet of Things (IoT) plays a key role.  ...  IoT can also help with applications such as automated drug delivery, responding to patient queries, and tracking the causes of disease spread.  ...  The same idea can be implemented for the monitoring of infectious diseases such as COVID-19.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/iot1020028">doi:10.3390/iot1020028</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yv3hc34rhjehhdysiemlideht4">fatcat:yv3hc34rhjehhdysiemlideht4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427065537/https://res.mdpi.com/d_attachment/IoT/IoT-01-00028/article_deploy/IoT-01-00028-v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/12/8e/128ed340e1e9fdb09be022b60c604a1a662dd9eb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/iot1020028"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Big Data, Algorithmic Governmentality and the Regulation of Pandemic Risk

Stephen L ROBERTS
<span title="2019-03-06">2019</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cjstkzbbhzhkti6ckpimjals64" style="color: black;">European Journal of Risk Regulation</a> </i> &nbsp;
disease outbreaks significantly transform practices of global infectious disease surveillance; observed through the advent of novel risk rationalities which underpin the deployment of intensifying algorithmic  ...  by the rise of emergent algorithmic governmentalties of risk within contemporary contexts of big data, disease surveillance and the regulation of pandemic.  ...  of infectious disease outbreaks including human and avian influenza patterns, 32 the Ebola Virus Disease, 33 and through the detection and monitoring of HIV cases and infections using Twitter network  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/err.2019.6">doi:10.1017/err.2019.6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mrwndbbznvg3ffmuqm66fosqvm">fatcat:mrwndbbznvg3ffmuqm66fosqvm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200311120124/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/416F40B302B67C6C598D3BCEDFBD6286/S1867299X19000060a.pdf/div-class-title-big-data-algorithmic-governmentality-and-the-regulation-of-pandemic-risk-div.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0f/31/0f3171edb24c74790299a33990145d52c4939225.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/err.2019.6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

Technologies for capturing and analysing animal health data in near real time

L. HOLMSTROM, T. BECKHAM
<span title="2017-08-01">2017</span> <i title="O.I.E (World Organisation for Animal Health)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3zyht7er2vbyrfjdkeqhumaanu" style="color: black;">Rev Sci Tech Off Int Epizoot</a> </i> &nbsp;
Such technologies have been shown to be valuable and capable of being implemented in both developing and developed countries, and ultimately will strengthen disease surveillance and reporting across the  ...  However, the full potential of these technologies for early detection and response to natural or intentional disease events has not been fully realised in animal health at the global level.  ...  Called 'digital disease detection' or 'Internet-based epidemic intelligence', crowdsourced and Internet-based data collection, such as the data-mining of online social media or other sources on the Internet  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.20506/rst.36.2.2671">doi:10.20506/rst.36.2.2671</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30152466">pmid:30152466</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/32ckd3esa5da7clxq7dlmdyw3y">fatcat:32ckd3esa5da7clxq7dlmdyw3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190302082613/http://pdfs.semanticscholar.org/b262/d9b13e81bd723a60618394c7513f0862cab2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b2/62/b262d9b13e81bd723a60618394c7513f0862cab2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.20506/rst.36.2.2671"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

SARS-CoV-2 genome datasets analytics for informed infectious disease surveillance

Moses Effiong Ekpenyong, Ifiok James Udo, Mercy Ernest Edoho, EnoAbasi Deborah Anwana, Francis Bukie Osang, Joseph Ikim Geoffery, Emmanuel Ambrose Dan, Aliu Bolanle Momodu, Nnamso Michael Umoh, Kingsley Christopher Udonyah
<span title="2021-09-14">2021</span> <i title="F1000 Research Ltd"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lz7xw3k77zcg5f66jhfurufu64" style="color: black;">F1000Research</a> </i> &nbsp;
contact tracing of infectious diseases.  ...  A collaborative Internet of Health Things (IoHT) framework was finally proposed to impact the public health system, for robust and intelligent support for modelling, characterizing, diagnosing and real-time  ...  This data would benefit computational scientists in the development of classification models as well as expert/recommendation systems for global disease surveillance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12688/f1000research.55007.1">doi:10.12688/f1000research.55007.1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ago256wrcrf7xn5dlnmrp7hcey">fatcat:ago256wrcrf7xn5dlnmrp7hcey</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210920043239/https://f1000researchdata.s3.amazonaws.com/manuscripts/58540/3d72e3ed-f1d6-4b4e-a2f1-db0bf955482a_55007_-_moses_ekpenyong.pdf?doi=10.12688/f1000research.55007.1&amp;numberOfBrowsableCollections=26&amp;numberOfBrowsableInstitutionalCollections=4&amp;numberOfBrowsableGateways=29" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1c/fd/1cfd2b01c40c4ab326b2496b0282a459fd3ffafd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12688/f1000research.55007.1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Design Choices for Automated Disease Surveillance in the Social Web

Mark Abraham Magumba, Peter Nabende, Ernest Mwebaze
<span title="2018-09-21">2018</span> <i title="University of Illinois Libraries"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u4k6gfb6nncyfg3hvo3dvjo2ay" style="color: black;">Online Journal of Public Health Informatics</a> </i> &nbsp;
In this paper we provide an overview of automated disease surveillance efforts based on the social web characterized by their different high level design choices regarding functional aspects like user  ...  We briefly discuss the technical rationale and practical implications of these different choices in addition to the key limitations associated with these systems within the context of operable disease  ...  Number of Diseases Monitored Regarding the epidemiological focus of these works in terms of diseases of interest one can formulate two broad categories that is work that has concentrated on a singular  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5210/ojphi.v10i2.9312">doi:10.5210/ojphi.v10i2.9312</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30349632">pmid:30349632</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6194101/">pmcid:PMC6194101</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l4zzy3yrqffftebpc4pcuq7szu">fatcat:l4zzy3yrqffftebpc4pcuq7szu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190309033224/http://pdfs.semanticscholar.org/fdc3/bf8bbd8cf81277b07fb72f58da2f8b5efb46.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fd/c3/fdc3bf8bbd8cf81277b07fb72f58da2f8b5efb46.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5210/ojphi.v10i2.9312"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6194101" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

CovidSens: A Vision on Reliable Social Sensing for COVID-19 [article]

Md Tahmid Rashid, Dong Wang
<span title="2020-05-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
than people reporting on social media, and 3) online users are frequently equipped with powerful mobile devices that can perform data processing and analytics.  ...  With the spiraling pandemic of the Coronavirus Disease 2019 (COVID-19), it has becoming inherently important to disseminate accurate and timely information about the disease.  ...  The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the Army Research Office  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.04565v3">arXiv:2004.04565v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wo7mgcydzjbnvif7mdehqmhspm">fatcat:wo7mgcydzjbnvif7mdehqmhspm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201118235816/https://arxiv.org/pdf/2004.04565v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/62/b7/62b7dd8fb2592b72887a68eafe4dc4558fd6ab87.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.04565v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Big Data Applications in Health Sciences and Epidemiology [chapter]

Saumyadipta Pyne, Anile Kumar S. Vullikanti, Madhav V. Marathe
<span title="">2015</span> <i title="Elsevier"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bkh644pu7rhutnkgtjetyxat74" style="color: black;">Handbook of Statistics</a> </i> &nbsp;
Individuals' changing behaviors in response to public policies and their evolving perception of how an infectious disease outbreak is unfolding can dramatically alter normal social interactions.  ...  Further, using these models for forecasting epidemic spread and developing public health policies leads to issues that are characteristic of big data applications.  ...  ACKNOWLEDGMENTS We thank our external collaborators and members of the Network Dynamics and Simulation Science Laboratory (NDSSL) for their suggestions and comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/b978-0-444-63492-4.00008-3">doi:10.1016/b978-0-444-63492-4.00008-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rpx45ydbsnboleuuvxmcwindzu">fatcat:rpx45ydbsnboleuuvxmcwindzu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200329042052/https://pdf.sciencedirectassets.com/273397/1-s2.0-C20130193610/1-s2.0-B9780444634924000083/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjENT%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIHKuttuGrN%2B9OZI8mj9qOcPjrikUcG0g5XQR478D%2FudTAiEA9MYdBbySpKNWeI3qbmb9yWANXjgFsqUZ9lEIn7ly2uAqvQMIzf%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARACGgwwNTkwMDM1NDY4NjUiDHsN9jzqLuRQfGlrKCqRA1sVLhOa2xS6ojQ2%2FfpbG5ki0IWVnpbZvvKtL%2FM13G%2FTC0hIActKwHtfNpSwPqRXI0zhohtxPSqfrJzwVzsdm2IWHRUT3qXXvTTDpWcqZdi0xjxBhA%2F9b%2Bwd1QGtlzpiUcBkizDnt%2Fc6ufANvufJAENzN8Uk%2BHzqwQ1FnCci5DRS7gbrk3xF5smLAd8XzCcRCCdZYgIUNrZAtgbVxLVjQ4jFRgK%2Bp1bkFCaqIaXL1rOdPhm8QdizICRhRMaeUWAkHnmKFldOv6HqQFYHD9oaH2M4emMw84lt7dBieyEBVGL0ekDd9Va5OTJCcwhLBbym2nciO9BttKkxvz6WjOfmjmHXREBGGxDZ2021QKEty2o1AkKyC1bCvkrakv5lRfAevB%2F1GDxAHAxVPOv8X%2Feb0T%2FRDlZ6rC2cfanz9Dqw5l4KaRipFYLLRY0ylRG7sMcAd3e%2FPelwCqAGwUYA4%2B%2FL3BZoNYAHlfcaPtivAthyqa0A3PrWAPpMDT%2F3%2FgkSdt2mJh%2Bv2xuZw9OlwBIiaiktWhS2MLqvgPQFOusB89LzqV38SXjXKciwOZeBbGyW0SZGgSo27kJnxN9%2FGrIkLqR8QwnQ0fHmUFnlH786IaqBGa5vqboF2hk5%2BJhJcnR4CcyHND1BHcwJ3zlQaSa7HzAcT%2BA42cmrKjQN9RgMvzferY71US7kdewhi9CWvgtZ04wUz3sMlKwI7hY7nES3Ah%2Bp3dGFOxuAyX9VunJcba6OcMaEkalQmUXMJn83BjK%2B2ZirtdXgkrMSqegL%2F8OpMt9lH5aS19fy2y9ulD9fTtdl51fooXXtoeJPDahDrGDRbrFlazZZiTqssFQOe4AAuzcHbEQzBVc%2FUQ%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20200329T042048Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTYZIYW6U7L%2F20200329%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=894b9014c8f04e1e1f898fb96abe45ceda10840381b9bf942d4f0905554bcde0&amp;hash=27f4e43577c3a47cf1bd99523dd93e7798dbb7a04b189316c50b1213f5d00bd1&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=B9780444634924000083&amp;tid=spdf-f1057f51-08e8-4ff8-9106-a70603ae8014&amp;sid=df70963266f709453238df9-9451fd3fd30egxrqa&amp;type=client" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1e/cb/1ecb7e7a13fb15c18e6991e6e3bf313cad557f4b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/b978-0-444-63492-4.00008-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

CovidSens: a vision on reliable social sensing for COVID-19

Md Tahmid Rashid, Dong Wang
<span title="2020-06-12">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/srtrvzrec5a3fmhgvgc3676jlu" style="color: black;">Artificial Intelligence Review</a> </i> &nbsp;
and news agencies are relatively slower than people reporting their observations and experiences about COVID-19 on social media, and (3) online users are frequently equipped with substantially capable  ...  With the spiraling pandemic of the Coronavirus Disease 2019 (COVID-19), it has becoming inherently important to disseminate accurate and timely information about the disease.  ...  The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the Army Research Office  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10462-020-09852-3">doi:10.1007/s10462-020-09852-3</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32836651">pmid:32836651</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7291936/">pmcid:PMC7291936</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b4fycdhby5gw5honu7li6w4dcy">fatcat:b4fycdhby5gw5honu7li6w4dcy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200711141714/https://link.springer.com/content/pdf/10.1007/s10462-020-09852-3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/53/0e53618a789b5f31c494d3130ac2eb909ae552f2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10462-020-09852-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7291936" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

International Society for Disease Surveillance Conference 2011: Building the Future of Public Health Surveillance

Daniel B. Neill, Karl A. Soetebier
<span title="">2011</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vhjn63f4urholjlpo25rgazi2q" style="color: black;">Emerging Health Threats Jour</a> </i> &nbsp;
Centers for Disease Control and Prevention.  ...  Conclusions Benefits of the project: (1) elimination of malaria in Bangka, Sumatera; and, (2) recommendations for expansion of the project/model to other districts/municipalities of Sumatera, Nusa Tenggara  ...  Additional blocks of code were created in R TM (5) for automated analysis, visualization and reporting.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3402/ehtj.v4i0.11702">doi:10.3402/ehtj.v4i0.11702</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24149043">pmid:24149043</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3261719/">pmcid:PMC3261719</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3irrx5ne3bdntbyntliy33yzca">fatcat:3irrx5ne3bdntbyntliy33yzca</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190222213552/http://pdfs.semanticscholar.org/43fa/3923d6ba1d04fb5b0419f617b8c2fbc2f268.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3402/ehtj.v4i0.11702"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3261719" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Using Digital Surveillance Tools for Near Real-Time Mapping of the Risk of International Infectious Disease Spread: Ebola as a Case Study [article]

Sangeeta Bhatia, Britta Lassmann, Emily Cohn, Malwina Carrion, Moritz U.G. Kraemer, Mark Herringer, John Brownstein, Larry Madoff, Anne Cori, Pierre Nouvellet
<span title="2019-11-15">2019</span> <i title="Cold Spring Harbor Laboratory"> medRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The model was applied to data collected by ProMED and HealthMap during the 2013-2016 West African Ebola epidemic.  ...  Digital disease surveillance tools such as ProMED and HealthMap have the potential to serve as important early warning systems as well as complement the field surveillance during an ongoing outbreak.  ...  HealthMap: Global Infectious Disease Monitoring through Automated Classification and Visualization of Internet Media Reports.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/19011940">doi:10.1101/19011940</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eubq76hvpfdqlmpg435aw6mhqq">fatcat:eubq76hvpfdqlmpg435aw6mhqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200213012353/https://www.medrxiv.org/content/medrxiv/early/2019/11/15/19011940.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/29/19/29196cbf9c3e2b6358cf084337d34e1aa70d7f5d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/19011940"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> medrxiv.org </button> </a>

Towards evidence-based, GIS-driven national spatial health information infrastructure and surveillance services in the United Kingdom

Maged N Kamel Boulos
<span title="2004-01-28">2004</span> <i title="Springer (Biomed Central Ltd.)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uycz6jwm3fbazaetjdz4pis43u" style="color: black;">International Journal of Health Geographics</a> </i> &nbsp;
outcomes before making any financial commitments and ascribing priorities in a climate of finite resources; change practices; and continually monitor and analyse changes, as well as sentinel events.  ...  The concepts and principles presented in this paper can be also applied in other countries, and on regional (e.g., European Union) and global levels.  ...  Some of the best examples of Web-based maps were produced during the latest SARS outbreak, which is considered the first major new infectious disease of the 21 st century and the Internet age that took  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1476-072x-3-1">doi:10.1186/1476-072x-3-1</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/14748927">pmid:14748927</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC343292/">pmcid:PMC343292</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6exn7qurkrhetn7gtkuaenul5a">fatcat:6exn7qurkrhetn7gtkuaenul5a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200328224224/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC343292&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/06/55/06559dd625491d6474ee88f08c12fc17c1830995.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1476-072x-3-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC343292" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

The ICT standardisation policy of the EU

Kai Jakobs, Knut Blind
<span title="">2009</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wxgwgsgszbcbhlrndngiimivby" style="color: black;">Proceedings of the 2009 Euro American Conference on Telematics and Information Systems New Opportunities to increase Digital Citizenship - EATIS &#39;09</a> </i> &nbsp;
The report traces the study from its inception and intellectual origins in the Eco Search initiative to optimise online energy labelling through to conclusions and recommendations in the form of a tool  ...  The remit of the study has evolved to examine the disjunction between physical markets and their online counterparts caused by the presence of ICT factors that either elude policymakers altogether or cannot  ...  In addition to CONNECT, these include: ENER, MOVE, SANCO, SECGEN, HOME and RTD. We also benefited from the generous contributions of staff at the ITRE and IMCO Committees of the European Parliament.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1551722.1551725">doi:10.1145/1551722.1551725</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/eatis/JakobsB09.html">dblp:conf/eatis/JakobsB09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/svcqjsi5k5edroc2hwqp5ui4tu">fatcat:svcqjsi5k5edroc2hwqp5ui4tu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200322210315/https://pure.uva.nl/ws/files/2370413/155974_PuttingtheICintoPolicy_StrategicanalysisforoptimisingtheroleofICTinEUpolicydelivery.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/28/c1/28c1c55da1d16a16c2285cd34c72d1401caacc43.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1551722.1551725"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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