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    Leveraging Big Data in Global Health

    Posted By: roxul
    Leveraging Big Data in Global Health

    Leo Anthony Celi, "Leveraging Big Data in Global Health"
    English | ISBN: 3030479935 | 2020 | 200 pages | EPUB, PDF | 60 MB + 14 MB

    This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.