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Leveraging Data Science for Global Health
Engelsk
Bogcover for Leveraging Data Science for Global Health af , 9783030479961
Specifikationer
Sprog:
Engelsk
Sider:
475
ISBN-13:
9783030479961
Indbinding:
Paperback
ISBN-10:
303047996X
Kategori:
Udg. Dato:
18 sep 2020
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
18 sep 2020

Leveraging Data Science for Global Health

Engelsk
Paperback 2020
Format:

Bog beskrivelse
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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Specifikationer
Sprog:
Engelsk
Sider:
475
ISBN-13:
9783030479961
Indbinding:
Paperback
ISBN-10:
303047996X
Kategori:
Udg. Dato:
18 sep 2020
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
18 sep 2020
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