People

Michele Tizzoni

Senior Research Scientist

Fields of study:
Infectious disease epidemiology, mathematical modeling, network theory

Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020

L. R. Woskie, J. Hennessy, V. Espinosa, T. C. Tsai, S. Vispute, B. H. Jacobson, C. Cattuto, L. E. Gauvin, M. Tizzoni, A. Fabrikant, A. Boulanger, A. Pearce, C. Kamath, A. Schlosberg, C. Stanton, S. Bavadekar, M. Abueg, M. Hogue, A. Oplinger, K. Chou, G. Corrado, T. Shekel, A. K. Jha, G. A. Wellenius, E. Gabrilovich

Plos One 16(6):e0253071 (2021)

Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile

N. Gozzi, M. Tizzoni, M. Chinazzi, L. Ferres, A. Vespignani, N. Perra

Nature Communications 12:2429 (2021)

The Framing of COVID-19 in Italian Media and Its Relationship with Community Mobility: A Mixed-Method Approach

Y. Ophir, D. Walter, D. Arnon, A. Lokmanoglu, M. Tizzoni, J. Carota, L. Dantiga, E. Nicastro

Journal of Health Communication 00 (2021)

Gender gaps in urban mobility

L. E. Gauvin, M. Tizzoni, S. Piaggesi, A. Young, N. Adler, S. G. Verhulst, L. Ferres, C. Cattuto

Humanities and Social Sciences Communications 7/11 (2020)

Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle

N. Oliver, B. Lepri, H. Sterly, R. Lambiotte, S. Delataille, M. De Nadai, E. Letouzé, A. Ali Salah, R. Benjamins, C. Cattuto, V. Colizza, N. De Cordes, S. P. Fraiberger, T. Koebe, S. Lehmann, J. Murillo, A. Pentland, P. N. Pham, F. Pivetta, J. Saramäki, S. Scarpino, M. Tizzoni, S. Verhulst, P. Vinck

Science Advances 6, 23 (2020)

Facebook Ads as a Demographic Tool to Measure the Urban-Rural Divide

D. Rama, Y. Mejova, M. Tizzoni, K. Kalimeri, I. Weber

WWW '20: Proceedings of The Web Conference 2020, Taipei, Taiwan, April 2020 (2020)

Predicting City Poverty Using Satellite Imagery

S. Piaggesi, L. E. Gauvin, M. Tizzoni, C. Cattuto, N. Adler, S. Verhulst, A. Young, R. Price, L. Ferres, A. Panisson

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

J. K. Wilson-Aggarwal, L. Ozella, M. Tizzoni, C. Cattuto, G. J.F. Swan, T. Moundai, M. J. Silk, J. A. Zingeser, R. A. McDonald

Plos Neglected Tropical Diseases 13(7): e0007565 (2019)

Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study

L. Ozella, L. E. Gauvin, L. Carenzo, M. Quaggiotto, P. L. Ingrassia, M. Tizzoni, A. Panisson, D. Colombo, A. Sapienza, K. Kalimeri, F. Della Corte, C. Cattuto

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

N. Adler, C. Cattuto, K. Kalimeri, D. Paolotti, M. Tizzoni, S. Verhulst, E. Yom-Tov, A. Young

Journal of Medical Internet Research 21(1): e10179 (2019)

Close encounters between infants and household members measured through wearable proximity sensors

L. Ozella, F. Gesualdo, M. Tizzoni, C. Rizzo, E. Pandolfi, I. Campagna, A. E. Tozzi, C. Cattuto

Plos One 13(6):e0198733 (2018)

Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches

J. S. Brownstein, S. Chu, A. Marathe, M. V. Marathe, A. T. Nguyen, D. Paolotti, N. Perra, D. Perrotta, M. Santillana, S. Swarup, M. Tizzoni, A. Vespignani, A. K. Vullikanti, M. L. Wilson, Q. Zhang

JMIR Public Health and Surveillance 3, No 4 Oct-Dec (2017)

Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy

D. Perrotta, M. Tizzoni, D. Paolotti

Proceeding of the 26th International Conference on World Wide Web (WWW) (2017)

Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model

Q. Zhang, N. Perra, D. Perrotta, M. Tizzoni, D. Paolotti, A. Vespignani

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

M. Beiró, A. Panisson, M. Tizzoni, C. Cattuto

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

M. Kiti, M. Tizzoni, T. M. Kinyanjui, D. C. Koech, P. K. Munywoki, M. Meriac, L. Cappa, A. Panisson, A. Barrat, C. Cattuto, J. Nokes

EPJ Data Science 20165:21 (2016)

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, A. Vespignani

Lecture Notes in Computer Science 9286 (2015)

On the Use of Human Mobility Proxies for Modeling Epidemics

M. Tizzoni, P. Bajardi, A. Decuyper, G. Kon Kam King, C. M. Schneider, V. Blondel, Z. Smoreda, M. C. González, V. Colizza

PLoS Comput Biol 10(7) (2014)

Infectious diseases, Network Science

Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm

M. Tizzoni, P. Bajardi, C. Poletto, J. J. Ramasco, D. Balcan, B. Gonçalves, N. Perra, V. Colizza, A. Vespignani

BMC Medicine 10:165 (2012)

Infectious diseases

Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic

P. Bajardi, C. Poletto, J. J. Ramasco, M. Tizzoni, V. Colizza, A. Vespignani

PLoS ONE 6(1): e16591 (2011)

Infectious diseases, Mobility

Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model

V. Colizza, A. Vespignani, N. Perra, C. Poletto, B. Gonçalves, H. Hu, D. Balcan, D. Paolotti, W. Van den Broeck, M. Tizzoni, P. Bajardi, J. J. Ramasco

Public Library of Science Currents: Influenza. RRN1129 (2009)

Complex Systems, Infectious diseases

Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility

D. Balcan, H. Hu, B. Gonçalves, P. Bajardi, C. Poletto, J. J. Ramasco, D. Paolotti, N. Perra, M. Tizzoni, W. Van den Broeck, V. Colizza, A. Vespignani

BMC Medicine 7:45 (2009)

Complex Systems, Infectious diseases

Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic

D. Balcan, V. Colizza, A. Singer, C. Chouaid, H. Hu, B. Gonçalves, P. Bajardi, C. Poletto, J. J. Ramasco, N. Perra, M. Tizzoni, D. Paolotti, W. Van den Broeck, A. Valleron, A. Vespignani

PLoS Curr.: Influenza 1133 (2009)

Infectious diseases

Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere

P. Bajardi, C. Poletto, D. Balcan, H. Hu, B. Gonçalves, J. J. Ramasco, D. Paolotti, N. Perra, M. Tizzoni, W. Van den Broeck, V. Colizza, A. Vespignani

Emerging Health Threats Journal 2:e11 (2009)

Complex Systems, Infectious diseases

People

Michele Tizzoni

Senior Research Scientist

Publications

Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020

Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile

The Framing of COVID-19 in Italian Media and Its Relationship with Community Mobility: A Mixed-Method Approach

COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown

Gender gaps in urban mobility

Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle

Facebook Ads as a Demographic Tool to Measure the Urban-Rural Divide

The impact of news exposure on collective attention in the United States during the 2016 Zika epidemic

Predicting City Poverty Using Satellite Imagery

High-resolution contact networks of free-ranging domestic dogs Canis familiaris and implications for transmission of infection

Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study

How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study

Close encounters between infants and household members measured through wearable proximity sensors

Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches

Assessing the use of mobile phone data to describe recurrent mobility patterns in spatial epidemic models

Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy

Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model

Predicting human mobility through the assimilation of social media traces into mobility models

Fast and accurate dynamic estimation of field effectiveness of meningococcal vaccines

Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors

The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Unveiling patterns of international communities in a global city using mobile phone data

On the Use of Human Mobility Proxies for Modeling Epidemics

Human mobility and time spent at destination: impact on spatial epidemic spread

Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm

Heterogeneous length of stay of hosts’ movements and spatial epidemic spread

Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic

Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model

Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility

Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic

Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere

ISI Foundation