People
Michele Tizzoni
Senior Research Scientist
Senior Research Scientist
Fields Of Study
Infectious disease epidemiology, mathematical modeling, network theory
Publications
Estimating household contact matrices structure from easily collectable metadata
Lorenzo Dall’Amico, Jackie Kleynhans, Laetitia Gauvin, Michele Tizzoni, Laura Ozella, Mvuyo Makhasi, Nicole Wolter, Brigitte Language, Ryan G. Wagner, Cheryl Cohen, Stefano Tempia, Ciro Cattuto
Plos One
(2024)
The limits of human mobility traces to predict the spread of COVID-19: a transfer entropy approach
Federico Delussu, Michele Tizzoni, Laetitia Gauvin
PNAS Nexus,
1-13, (2023)
On the forecastability of food insecurity
Pietro Foini, Michele Tizzoni, Giulia Martini, Daniela Paolotti, Elisa Omodei
Scientific Reports,
13: 2793, (2023)
Association of close-range contact patterns with SARS-CoV-2: a household transmission study
Jackie Kleynhans, Lorenzo Dall’Amico, Laetitia Gauvin, Michele Tizzoni, Lucia Maloma, Sibongile Walaza, Neil A Martinson, Anne von Gottberg, Nicole Wolter, Mvuyo Makhasi, Cheryl Cohen, Ciro Cattuto, Stefano Tempia, SA-S-HTS Group
eLife,
1-26, 12:e84753, (2023)
Mapping urban socioeconomic inequalities in developing countries through Facebook advertising data
Simone Piaggesi, Serena Giurgola, Márton Karsai, Yelena Mejova, André Panisson, Michele Tizzoni
Frontiers in Big Data,
5:1006352, (2022)
Identifying urban features for vulnerable road user safety in Europe
Marina Klanjcic, Laetitia Gauvin, Michele Tizzoni, Michael Szell
EPJ Data Science,
1-15, 11: 27, (2022)
Evidence of pandemic fatigue associated with stricter tiered COVID-19 restrictions
Federico Delussu, Michele Tizzoni, Laetitia Gauvin
PLoS Digital Health,
1-14, 1(5): e0000035, (2022)
Data-driven micromobility network planning for demand and safety
Pietro Folco, Laetitia Gauvin, Michele Tizzoni, Michael Szell
Environment and Planning B: Urban Analytics and City Science,
1-16, 50, 8, (2022)
Complex Systems for the Most Vulnerable
Elisa Omodei, Manuel Garcia-Herranz, Daniela Paolotti, Michele Tizzoni
Journal of Physics: Complexity,
3, 2, (2022)
Comparing Sources of Mobility for Modelling the Epidemic Spread of Zika Virus in Colombia
Daniela Perrotta, Enrique Frias-Martinez, Ana Pastore Y Piontti, Qian Zhang, Miguel Luengo-Oroz, Daniela Paolotti, Michele Tizzoni, Alessandro Vespignani
PLoS Neglected Tropical Diseases,
16(7): e0010565, (2022)
Addressing the socioeconomic divide in computational modeling for infectious diseases
Michele Tizzoni, Elaine O. Nsoesie, Laetitia Gauvin, Márton Karsai, Nicola Perra, Shweta Bansal
Nature Communication,
13, 2897, (2022)
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, J. Carota, L. Dantiga, E. Nicastro, Michele Tizzoni
Journal of Health Communication,
161-173, 26/3, (2021)
Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods
Filippo Privitera, Brennan Lake, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe
Journal of the Royal Society Interface,
18, 181, (2021)
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Mattia Mazzoli, David Mateo, Alberto Hernando, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe, Sandro Meloni, José J. Ramasco
PLoS Computational Biology,
17(10): e1009326, (2021)
Infodemics: A new challenge for public health
Sylvie C. Briand, Matteo Cinelli, Tim Nguyen, Rosamund Lewis, Dimitri Prybylski, Carlo M. Valensise, Vittoria Colizza, Alberto Eugenio Tozzi, Nicola Perra, Andrea Baronchelli, Michele Tizzoni, Fabiana Zollo, Antonio Scala, Tina Purnat, Christine Czerniak, Adam J. Kucharski, Akhona Tshangela, Lei Zhou, Walter Quattrociocchi
Cell,
184 (25), (2021)
Impact of data accuracy on the evaluation of COVID-19 mitigation policies
Yamir Moreno, Michele Starnini, Michele Tizzoni, Alberto Aleta
Data & Policy,
3: e28, (2021)
Evaluating the Impact of Meningococcal Vaccines With Synthetic Controls
Ottavia Prunas, Daniel M. Weinberger, Duccio Medini, Michele Tizzoni, Lorenzo Argante
American Journal of Epidemiology,
724–734, 191, 4, (2021)
Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile
Nicolò Gozzi, Michele Tizzoni, Matteo Chinazzi, Leonardo Adrian Ferres, Alessandro Vespignani, Nicola Perra
Nature Communications,
12: 2429, (2021)
Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020
Shailesh Bavadekar, Matthew Abueg, Michael Hogue, Andrew Oplinger, Katherine Chou, Greg Corrado, Adam Boulanger, Adam Pearce, Chaitanya Kamath, Arran Schlosberg, Charlotte Stanton, Liana R. Woskie, Jonathan Hennessy, Valeria Espinosa, Thomas C. Tsai, Swapnil Vispute, Benjamin H. Jacobson, Alex Fabrikant, Evgeniy Gabrilovich, Tomer Shekel, Ashish K. Jha, Gregory A. Wellenius, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin
Plos One,
16(6):e0253071, (2021)
The impact of news exposure on collective attention in the United States during the 2016 Zika epidemic
Daniela Paolotti, André Panisson, Ciro Cattuto, Michele Tizzoni
PloS Computational Biology,
16(3): e1007633, (2020)
Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle
Nuria Oliver, Bruno Lepri, Harald Sterly, Renaud Lambiotte, Sébastien Delataille, Marco De Nadai, Emmanuel Letouzé, Albert Ali Salah, RIchard Benjamins, Ciro Cattuto, Vittoria Colizza, Nicolas De Cordes, Samuel P. Fraiberger, Till Koebe, Sune Lehmann, Juan Murillo, Alex Pentland, Phuong N Pham, Frédéric Pivetta, Jari Saramäki, Samuel Scarpino, Michele Tizzoni, Stefaan G. Verhulst, Patrick Vinck
Science Advances,
6, 23, (2020)
Gender gaps in urban mobility
Laetitia Gauvin, Michele Tizzoni, Simone Piaggesi, Andrew Young, N. Adler, Stefaan G. Verhulst, Leonardo Adrian Ferres, Ciro Cattuto
Humanities and Social Sciences Communications,
7: 11, (2020)
Facebook Ads as a Demographic Tool to Measure the Urban-Rural Divide
Ingmar Weber, Kyriaki Kalimeri, Michele Tizzoni, Yelena Mejova, Daniele Rama
WWW '20: Proceedings of The Web Conference 2020, Taipei, Taiwan, April 2020,
327-338, (2020)
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
Filippo Privitera, Brennan Lake, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe
Scientific Data,
7, 230, (2020)
Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study
Anna Sapienza, Laura Ozella, André Panisson, Marco Quaggiotto, Kyriaki Kalimeri, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin, Luca Carenzo, Pier Luigi Ingrassia, Davide Colombo, Francesco Della Corte
Journal of Medical Internet Research,
21, 4 e12251, (2019)
Predicting City Poverty Using Satellite Imagery
Simone Piaggesi, Laetitia Gauvin, Michele Tizzoni, Ciro Cattuto, N. Adler, Stefaan G. Verhulst, Andrew Young, R. Price, Leonardo Adrian Ferres, André Panisson
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops,
90-96, (2019)
How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study
N. Adler, Ciro Cattuto, Kyriaki Kalimeri, Daniela Paolotti, Michele Tizzoni, Stefaan G. Verhulst, Elad Yom-Tov, Andrew Young
Journal of Medical Internet Research,
21(1): e10179, (2019)
High-resolution contact networks of free-ranging domestic dogs Canis familiaris and implications for transmission of infection
Laura Ozella, Ciro Cattuto, Michele Tizzoni, Jared K. Wilson-Aggarwal, George J.F. Swan, Tchonfienet Moundai, Matthew J. Silk, James A. Zingeser, Robbie A. McDonald
Plos Neglected Tropical Diseases,
13(7): e0007565, (2019)
Close encounters between infants and household members measured through wearable proximity sensors
Laura Ozella, Ciro Cattuto, Michele Tizzoni, I. Campagna, Caterina Rizzo, Francesco Gesualdo, Elisabetta Pandolfi, Alberto Eugenio Tozzi
Plos One,
13(6):e0198733, (2018)
Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy
Daniela Paolotti, Michele Tizzoni, Daniela Perrotta
Proceeding of the 26th International Conference on World Wide Web (WWW),
303, (2017)
Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Daniela Perrotta, Qian Zhang, Nicola Perra
Proceeding of the 26th International Conference on World Wide Web (WWW),
311, (2017)
Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Madhav V Marathe, Andre T Nguyen, Mauricio Santillana, Samarth Swarup, Anil Kumar Vullikanti, Mandi L Wilson, Shuyu Chu, Achla Marathe, Daniela Perrotta, Qian Zhang, Nicola Perra, John S Brownstein
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
Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Cecilia Panigutti, Zbigniew Smoreda
R. Soc. open sci.,
4: 160950, (2017)
Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors
André Panisson, Ciro Cattuto, Michele Tizzoni, Alain Barrat, Dorothy C Koech, Milosch Meriac, Luca Cappa, James Nokes, Patrick K Munywoki, Moses Kiti, Timothy M Kinyanjui
EPJ Data Science,
20165:21, (2016)
Predicting human mobility through the assimilation of social media traces into mobility models
André Panisson, Ciro Cattuto, Michele Tizzoni, Mariano Gastón Beiró
EPJ Data Science — doi:10.1140/epjds/s13688-016-0092-2
(2016)
Fast and accurate dynamic estimation of field effectiveness of meningococcal vaccines
Duccio Medini, Michele Tizzoni, Lorenzo Argante
BMC Medicine,
14:98, (2016)
Unveiling patterns of international communities in a global city using mobile phone data
André Panisson, Matteo Delfino, Michele Tizzoni, Paolo Bajardi, Giovanni Petri
EPJ Data Science,
4:3, (2015)
The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks
Michele Tizzoni, Kaiyuan Sun, Diego Benusiglio, Márton Karsai, Nicola Perra
Scientific Reports,
5/15111, (2015)
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
Alessandro Vespignani, Daniela Paolotti, Marco Quaggiotto, Corrado Gioannini, Michele Tizzoni, Daniela Perrotta, Qian Zhang, Nicola Perra
Lecture Notes in Computer Science,
237-240, 9286, (2015)
On the Use of Human Mobility Proxies for Modeling Epidemics
Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Zbigniew Smoreda, Marta C. González, Guillaume Kon Kam King, Christian M. Schneider, Adeline Decuyper, Vincent Blondel
PLoS Comput Biol,
e1003716, 10(7), (2014)
Human mobility and time spent at destination: impact on spatial epidemic spread
Michele Tizzoni, Vittoria Colizza, Chiara Poletto
Journal of Theoretical Biology,
41-58, 338, (2013)
Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm
Alessandro Vespignani, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Nicola Perra, Duygu Balcan, José J. Ramasco
BMC Medicine,
10:165, (2012)
Heterogeneous length of stay of hosts’ movements and spatial epidemic spread
Michele Tizzoni, Vittoria Colizza, Chiara Poletto
Scientific Reports 2,
476, (2012)
Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic
Alessandro Vespignani, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, José J. Ramasco
PLoS ONE,
6(1): e16591, (2011)
Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, Duygu Balcan, H. Hu, José J. Ramasco
BMC Medicine,
7:45, (2009)
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, Duygu Balcan, H. Hu, José J. Ramasco
Emerging Health Threats Journal,
2:e11, (2009)
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, A.J. Valleron, C. Chouaid, Duygu Balcan, A.C. Singer, H. Hu, José J. Ramasco
PLoS Current Influenza,
1133, (2009)
Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, Duygu Balcan, H. Hu, José J. Ramasco
Public Library of Science Currents: Influenza.,
RRN1129, (2009)
Estimating household contact matrices structure from easily collectable metadata
Lorenzo Dall’Amico, Jackie Kleynhans, Laetitia Gauvin, Michele Tizzoni, Laura Ozella, Mvuyo Makhasi, Nicole Wolter, Brigitte Language, Ryan G. Wagner, Cheryl Cohen, Stefano Tempia, Ciro Cattuto
Plos One
(2024)
The limits of human mobility traces to predict the spread of COVID-19: a transfer entropy approach
Federico Delussu, Michele Tizzoni, Laetitia Gauvin
PNAS Nexus,
1-13, (2023)
On the forecastability of food insecurity
Pietro Foini, Michele Tizzoni, Giulia Martini, Daniela Paolotti, Elisa Omodei
Scientific Reports,
13: 2793, (2023)
Projects
Social ComQuant
Digitalization of society characterizes the twenty-first century in many aspects of social, political and cultural life.
Data Interfaces
Data Interfaces aims to experiment with the development of interfaces and formats for data rich scenarios by merging the competences of communication design, complex systems science, and computer science.