People
Michele Tizzoni
Senior Research Scientist
Fields of study:
Infectious disease epidemiology, mathematical modeling, network theory
Publications
Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle
Science Advances eabc0764 (2020)
Facebook Ads as a Demographic Tool to Measure the Urban-Rural Divide
WWW '20: Proceedings of The Web Conference 2020, Taipei, Taiwan, April 2020 (2020)
The impact of news exposure on collective attention in the United States during the 2016 Zika epidemic
PloS Computational Epidemiology 16(3): e1007633 (2020)
Predicting City Poverty Using Satellite Imagery
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (2019)
High-resolution contact networks of free-ranging domestic dogs Canis familiaris and implications for transmission of infection
Plos Neglected Tropical Diseases 13(7): e0007565 (2019)
Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study
Journal of Medical Internet Research 21, 4 e12251 (2019)
How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study
Journal of Medical Internet Research 21(1): e10179 (2019)
Close encounters between infants and household members measured through wearable proximity sensors
Plos One 13(6):e0198733 (2018)
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)