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Leveraging Data Science for Global Health

579 kr

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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.

Produktinformation

  • Utgivningsdatum2020-09-18
  • Mått155 x 235 x 27 mm
  • Vikt733 g
  • FormatHäftad
  • SpråkEngelska
  • Antal sidor475
  • FörlagSpringer Nature Switzerland AG
  • ISBN9783030479961
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