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portada Data Science for Covid-19 Volume 1: Computational Perspectives
Type
Physical Book
Publisher
Year
2021
Language
English
Pages
752
Format
Paperback
ISBN13
9780128245361
Edition No.
1
Categories

Data Science for Covid-19 Volume 1: Computational Perspectives

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Synopsis "Data Science for Covid-19 Volume 1: Computational Perspectives "

Data Science for COVID-19 presents leading-edge research on data science techniques for the detection, mitigation, treatment and elimination of COVID-19. Sections provide an introduction to data science for COVID-19 research, considering past and future pandemics, as well as related Coronavirus variations. Other chapters cover a wide range of Data Science applications concerning COVID-19 research, including Image Analysis and Data Processing, Geoprocessing and tracking, Predictive Systems, Design Cognition, mobile technology, and telemedicine solutions. The book then covers Artificial Intelligence-based solutions, innovative treatment methods, and public safety. Finally, readers will learn about applications of Big Data and new data models for mitigation.Provides a leading-edge survey of Data Science techniques and methods for research, mitigation and treatment of the COVID-19 virusIntegrates various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including both positive and negative research findingsProvides insights into innovative data-oriented modeling and predictive techniques from COVID-19 researchers Includes real-world feedback and user experiences from physicians and medical staff from around the world on the effectiveness of applied Data Science solutions

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