People
Michele Tizzoni
Research Leader
Fields of study:
Infectious disease epidemiology, mathematical modeling, network theory
Publications
Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches
JMIR Public Health and Surveillance 3, No 4 Oct-Dec (2017)
Assessing the use of mobile phone data to describe recurrent mobility patterns in spatial epidemic models
R. Soc. open sci. 4: 160950 (2017)
Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model
Proceeding of the 26th International Conference on World Wide Web (WWW) (2017)
Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy
Proceeding of the 26th International Conference on World Wide Web (WWW) (2017)
Predicting human mobility through the assimilation of social media traces into mobility models
EPJ Data Science — doi:10.1140/epjds/s13688-016-0092-2 (2016)
Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors
EPJ Data Science 20165:21 (2016)
The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks
Scientific Reports 5 15111 (2015)
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
Lecture Notes in Computer Science 9286 (2015)
Unveiling patterns of international communities in a global city using mobile phone data
EPJ Data Science 4:3 (2015)
On the Use of Human Mobility Proxies for Modeling Epidemics
PLoS Comput Biol 10(7) (2014)
Human mobility and time spent at destination: impact on spatial epidemic spread
Journal of Theoretical Biology 338 (2013)
Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm
BMC Medicine 10:165 (2012)
Heterogeneous length of stay of hosts’ movements and spatial epidemic spread
Scientific Reports 2 476 (2012)
Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic
PLoS ONE 6(1): e16591 (2011)
Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model
Public Library of Science Currents: Influenza. RRN1129 (2009)
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
PLoS Curr.: Influenza 1133 (2009)
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
Emerging Health Threats Journal 2:e11 (2009)