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Maimuna S. Majumder (Editor)

Boston Children’s Hospital Harvard Medical School Boston, MA, USA.Boston Children’s Hospital Harvard Medical School Boston, MA, USA.

Maimuna S. Majumder (Editor)

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Leveraging Data Science for Global Health

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Leveraging Data Science for Global Health

Leo Anthony Celi (Editor)Maimuna S. Majumder (Editor)Patricia Ordóñez (Editor)Juan Sebastian Osorio (Editor)Kenneth E. Paik (Editor)Melek Somai (Editor)

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About Maimuna S. Majumder (Editor)

Boston Children’s Hospital Harvard Medical School Boston, MA, USA.

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Leveraging Data Science for Global Health

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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