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Charting the next pandemicmodeling i...

Pastore y Piontti, Ana.

Charting the next pandemicmodeling infectious disease spreading in the data science age /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Charting the next pandemicby Ana Pastore y Piontti ... [et al.].
其他題名:	modeling infectious disease spreading in the data science age /
其他作者:	Pastore y Piontti, Ana.
出版者:	Cham :Springer International Publishing :2019.
面頁冊數:	xvi, 209 p. :ill., color maps, digital ;24 cm.
Contained By:	Springer eBooks
標題:	Communicable diseasesEpidemiology
電子資源:	https://doi.org/10.1007/978-3-319-93290-3
ISBN:	9783319932903$q(electronic bk.)

Charting the next pandemicmodeling infectious disease spreading in the data science age /
Charting the next pandemicmodeling infectious disease spreading in the data science age /[electronic resource] :by Ana Pastore y Piontti ... [et al.]. - Cham :Springer International Publishing :2019. - xvi, 209 p. :ill., color maps, digital ;24 cm.

Part I: How to Model Pandemics -- Infectious Disease Spreading: From Data to Models -- Data, Data, and More Data -- Data Model Integration: The Global Epidemic and Mobility -- From Data to Knowledge: How Models Can Be Used -- The Numerical Forecast of Pandemic Spreading: The Case Study of the 2009 A/H1N1 PDM -- Computational Modeling of "Disease X".

This book provides an introduction to the computational and complex systems modeling of the global spreading of infectious diseases. The latest developments in the area of contagion processes modeling are discussed, and readers are exposed to real world examples of data-model integration impacting the decision-making process. Recent advances in computational science and the increasing availability of real-world data are making it possible to develop realistic scenarios and real-time forecasts of the global spreading of emerging health threats. The first part of the book guides the reader through sophisticated complex systems modeling techniques with a non-technical and visual approach, explaining and illustrating the construction of the modern framework used to project the spread of pandemics and epidemics. Models can be used to transform data to knowledge that is intuitively communicated by powerful infographics and for this reason, the second part of the book focuses on a set of charts that illustrate possible scenarios of future pandemics. The visual atlas contained allows the reader to identify commonalities and patterns in emerging health threats, as well as explore the wide range of models and data that can be used by policy makers to anticipate trends, evaluate risks and eventually manage future events. Charting the Next Pandemic puts the reader in the position to explore different pandemic scenarios and to understand the potential impact of available containment and prevention strategies. This book emphasizes the importance of a global perspective in the assessment of emerging health threats and captures the possible evolution of the next pandemic, while at the same time providing the intelligence needed to fight it. The text will appeal to a wide range of audiences with diverse technical backgrounds.

ISBN: 9783319932903$q(electronic bk.)

Standard No.: 10.1007/978-3-319-93290-3doiSubjects--Topical Terms:

833439
Communicable diseases
--Epidemiology

LC Class. No.: RA643

Dewey Class. No.: 362.1

Charting the next pandemicmodeling infectious disease spreading in the data science age /
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505 0 $a Part I: How to Model Pandemics -- Infectious Disease Spreading: From Data to Models -- Data, Data, and More Data -- Data Model Integration: The Global Epidemic and Mobility -- From Data to Knowledge: How Models Can Be Used -- The Numerical Forecast of Pandemic Spreading: The Case Study of the 2009 A/H1N1 PDM -- Computational Modeling of "Disease X".
520 $a This book provides an introduction to the computational and complex systems modeling of the global spreading of infectious diseases. The latest developments in the area of contagion processes modeling are discussed, and readers are exposed to real world examples of data-model integration impacting the decision-making process. Recent advances in computational science and the increasing availability of real-world data are making it possible to develop realistic scenarios and real-time forecasts of the global spreading of emerging health threats. The first part of the book guides the reader through sophisticated complex systems modeling techniques with a non-technical and visual approach, explaining and illustrating the construction of the modern framework used to project the spread of pandemics and epidemics. Models can be used to transform data to knowledge that is intuitively communicated by powerful infographics and for this reason, the second part of the book focuses on a set of charts that illustrate possible scenarios of future pandemics. The visual atlas contained allows the reader to identify commonalities and patterns in emerging health threats, as well as explore the wide range of models and data that can be used by policy makers to anticipate trends, evaluate risks and eventually manage future events. Charting the Next Pandemic puts the reader in the position to explore different pandemic scenarios and to understand the potential impact of available containment and prevention strategies. This book emphasizes the importance of a global perspective in the assessment of emerging health threats and captures the possible evolution of the next pandemic, while at the same time providing the intelligence needed to fight it. The text will appeal to a wide range of audiences with diverse technical backgrounds.
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