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Charting the next pandemic : modeling infectious disease spreading in the data science age / Ana Pastore y Piontti [and four others].
- Format:
- Book
- Author/Creator:
- Pastore y Piontti, Ana.
- Language:
- English
- Subjects (All):
- Communicable diseases--Epidemiology--Databases.
- Communicable diseases.
- Public health surveillance.
- Communicable diseases--Epidemiology.
- Databases.
- Physical Description:
- 1 online resource (221 pages) : color illustrations, color maps
- polychrome
- Place of Publication:
- Cham : Springer, [2019]
- System Details:
- text file
- Contents:
- Intro; ACKNOWLEDGMENTS; About the authors; CONTENTS; INTRODUCTION; PART I HOW TO MODEL PANDEMICS; CHAPTER I INFECTIOUS DISEASE SPREADING: FROM DATA TO MODELS; COMPUTATIONAL MODELING OF INFECTIOUS DISEASE SPREADING; 1.1 DATA-INTENSIVE COMPUTATIONAL TOOL FOR THE ANALYSIS OF INFECTIOUS DISEASES; GLOBAL EPIDEMIC AND MOBILITY MODEL; Preparation and contingency planning; Epidemiological explanations; Threats and systemic risk; Forecast; CHAPTER 2 DATA, DATA, AND MORE DATA; POPULATION; THE AGE STRUCTURE OF THE WORLD POPULATION; HUMAN MOBILITY; Long-Range Mobility; Short-Range Mobility.
- MOBILITY PATTERNS AND EPIDEMIC SPREADINGDISEASES; DISEASES INFLUENZA; VIRUS STRUCTURE; VIRUS TRANSMISSION; DISEASES CORONAVIRUS; VIRUS STRUCTURE; VIRUS TRANSMISSION; DISEASES FILOVIRUSES; VIRUS STRUCTURE; VIRUS TRANSMISSION; HEALTH INFRASTRUCTURES; CHAPTER 3 DATA MODEL INTEGRATION: THE GLOBAL EPIDEMIC AND MOBILITY FRAMEWORK; BUILDING A SYNTHETIC WORLD; MOVING PEOPLE AROUND; 3.1 MIXING SUB POPULATIONS; THE DISEASE DYNAMIC; 3.2 MODELING THE DISEASE TRANSMISSION; SYNTHETIC EPIDEMICS; 3.3 DISEASE COMPARTMENTAL STRUCTURE; Influenza; Influenza with antiviral pharmaceutical interventions.
- SARS-like viruses and their non-pharmaceutical containmentViral hemorrhagic fever compartmental model; CHAPTER 4 FROM DATA TO KNOWLEDGE: HOW MODELS CAN BE USED; AFFECTED COUNTRIES; INVASION TREE; EPIDEMIC PROFILES AND ACTIVITY PEAK; ATTACK RATE; RISK INDICATORS AND SEVERITY ASSESSMENT; CONTAINMENT AND MITIGATION SCENARIOS; CHAPTER 5 THE NUMERICAL FORECAST OF PANDEMIC SPREADING: THE CASE STUDY OF THE 2009 A/H1N1 PDM; MODELING THE 2009 H1N1 PANDEMIC; CALIBRATION AND PARAMETER ESTIMATES FOR SPECIFIC OUTBREAKS; FORECAST OUTPUT; 5.1 MODEL CALIBRATION; INVASION TREE; PANDEMIC ACTIVITY PEAKS.
- RISK AND SEVERITY ASSESSMENTVACCINATION CAMPAIGNS; REAL-TIME FORECAST WITH COMPUTATIONAL EPIDEMIC MODELS; PART II PANDEMIC CHARTS; PANDEMIC CHARTS; PANDEMIC INFLUENZA; CHART LAYOUT: PANDEMIC INFLUENZA; BARCELONA, SPAIN; BUENOS AIRES, ARGENTINA; HANOI, VIETNAM; JOHANNESBURG, SOUTH AFRICA; MELBOURNE, AUSTRALIA; NEW YORK CITY, USA; CORONAVIRUS; CHART LAYOUT: CORONAVIRUS; BARCELONA, SPAIN; GUANGZHOU, CHINA; JEDDAH, SAUDI ARABIA; EBOLA VIRUS; CHART LAYOUT: EBOLA VIRUS; ARUA, UGANDA; KISANGANI, DEM. REP. OF THE CONGO; LAGOS, NIGERIA; CHAPATER 6 COMPUTATIONAL MODELING OF "DISEASE X"; OUTLOOK.
- Suggested ReadingEPIDEMIC MODELING TEXTBOOKS; PERSPECTIVES AND COMMENTARIES; METAPOPULATION MODELS; GLOBAL TRANSPORTATION NETWORKS AND EPIDEMICS; HUMAN MOBILITY AND EPIDEMIC DIFFUSION; AGENT-BASED MODELING APPROACHES; REAL-TIME PREDICTIVE MODELING.
- Notes:
- Electronic reproduction. Ann Arbor, MI Available via World Wide Web.
- Print version record.
- Online resource; title from PDF title page (EBSCO, viewed November 29, 2018).
- Includes bibliographical references.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Louis B. Flexner Medical Book Fund.
- Other Format:
- Print version: Pastore y Piontti, Ana. Charting the Next Pandemic : Modeling Infectious Disease Spreading in the Data Science Age.
- ISBN:
- 331993290X
- 9783319932903
- Publisher Number:
- 99979431942
- Access Restriction:
- Restricted for use by site license.
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