EAN: 9783030479961

Bilder-Quelle: discount24.de - Sport-Freizeit

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.

Produktinformationen zuletzt aktualisiert am
01.04.2025 um 05:52 Uhr

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