Data Science for COVID 19

  • Publsiher : Academic Press
  • Release : 15 April 2021
  • ISBN : 0128245360
  • Page : 232 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Data Science for COVID 19 written by Utku Kose and published by Academic Press. This book was released on 15 April 2021 with total page 232 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Data Science for COVID-19 presents the most current and leading-edge research into the applications of a variety of data science techniques to the detection, mitigation, treatment, and elimination of the COVID-19 virus around the world. At this point, Cognitive Data Science is the most powerful tool for researchers to fight COVID-19. Thanks to instant data-analysis and predictive techniques including Artificial Intelligence, Machine Learning, Deep Learning, Data Mining, and computational modeling for processing large amounts of data, recognizing patterns, modeling new techniques, and improving both research and treatment outcomes. Data Science for COVID-19 begins with an introduction to Data Science for COVID-19 research, considering past and potential future pandemics, as well as related Coronavirus variations. Readers will then learn about a wide range of Data Science applications concerning COVID-19 research, including Image Analysis and Data Processing, Geoprocessing and tracking, Predictive Systems, Design Cognition, and mobile technology and telemedicine solutions for remote treatment of the virus. The book then proceeds to provide insights into Artificial Intelligence-based solutions, innovative treatment methods, and public safety for COVID-19. Finally, readers will learn about applications of Big Data and new data models for understanding and mitigating the virus. Provides a leading-edge survey of Data Science techniques and methods for research, mitigation, and treatment of the COVID-19 virus Integrates the various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including both positive and negative research findings Provides insight into innovative data-oriented modeling and predictive techniques from COVID-19 researchers around the world Includes real-world feedback and user experiences from physicians and medical staff from around the world for the effectiveness of applied Data Science solutions

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ISBN: 0128245360
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