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Leveraging Data Science for Global Health
Paperback
Business GeneralEconomicsMedical Reference
ISBN13: 9783030479961
Publisher: Springer
Published: Sep 18 2020
Pages: 475
Weight: 1.49
Height: 0.98 Width: 6.14 Depth: 9.21
Language: English
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.
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