{"product_id":"leveraging-data-science-for-global-leo-anthony-celi-9783030479930","title":"Leveraging Data Science for Global Health","description":"\u003cp\u003eThis 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.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Leo Anthony Celi\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030479935\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030479930\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/01\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 475\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.89lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 1.06d","brand":"Leo Anthony Celi","offers":[{"title":"Hardcover","offer_id":43942804553983,"sku":"9783030479930","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_50bd096d-2a09-4985-a2f3-a7069953cabb.jpg?v=1681494451","url":"https:\/\/www.whiterainbookhouse.com\/products\/leveraging-data-science-for-global-leo-anthony-celi-9783030479930","provider":"WR Book House","version":"1.0","type":"link"}