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Daniela Perrotta
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Participatory syndromic surveillance of influenza in Europe
C Guerrisi, C Turbelin, T Blanchon, T Hanslik, I Bonmarin, D Levy-Bruhl, ...
The Journal of infectious diseases 214 (suppl_4), S386-S392, 2016
932016
Behaviors and attitudes in response to the COVID-19 pandemic: Insights from a cross-national Facebook survey
D Perrotta, A Grow, F Rampazzo, J Cimentada, E Del Fava, S Gil-Clavel, ...
EPJ Data Science, 2020
862020
Forecasting seasonal influenza fusing digital indicators and a mechanistic disease model
Q Zhang, N Perra, D Perrotta, M Tizzoni, D Paolotti, A Vespignani
Proceedings of the 26th International Conference on World Wide Web, 311-319, 2017
772017
Influenzanet: citizens among 10 countries collaborating to monitor influenza in Europe
CE Koppeschaar, V Colizza, C Guerrisi, C Turbelin, J Duggan, ...
JMIR public health and surveillance 3 (3), e66, 2017
652017
The differential impact of physical distancing strategies on social contacts relevant for the spread of COVID-19
E Del Fava, J Cimentada, D Perrotta, A Grow, F Rampazzo, S Gil-Clavel, ...
medRxiv, 2020
502020
Combining participatory influenza surveillance with modeling and forecasting: Three alternative approaches
JS Brownstein, S Chu, A Marathe, MV Marathe, AT Nguyen, D Paolotti, ...
JMIR public health and surveillance 3 (4), e83, 2017
422017
Participatory online surveillance as a supplementary tool to sentinel doctors for influenza-like illness surveillance in Italy
D Perrotta, A Bella, C Rizzo, D Paolotti
PloS one 12 (1), e0169801, 2017
412017
Using participatory Web-based surveillance data to improve seasonal influenza forecasting in Italy
D Perrotta, M Tizzoni, D Paolotti
Proceedings of the 26th International Conference on World Wide Web, 303-310, 2017
282017
Social data mining and seasonal influenza forecasts: the FluOutlook platform
Q Zhang, C Gioannini, D Paolotti, N Perra, D Perrotta, M Quaggiotto, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
262015
Linking excess mortality to mobility data during the first wave of COVID-19 in England and Wales
U Basellini, D Alburez-Gutierrez, E Del Fava, D Perrotta, M Bonetti, ...
SSM-Population Health, 100799, 2021
242021
Addressing Public Health Emergencies via Facebook Surveys: Advantages, Challenges, and Practical Considerations
A Grow, D Perrotta, E Del Fava, J Cimentada, F Rampazzo, S Gil-Clavel, ...
Journal of medical Internet research 22 (12), e20653, 2020
232020
Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms
K Kalimeri, M Delfino, C Cattuto, D Perrotta, V Colizza, C Guerrisi, ...
PLoS computational biology 15 (4), e1006173, 2019
232019
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
N Gozzi, D Perrotta, D Paolotti, N Perra
PLOS Computational Biology 16 (5), e1007879, 2020
212020
Linking excess mortality to Google mobility data during the COVID-19 pandemic in England and Wales
U Basellini, D Alburez-Gutierrez, E Del Fava, D Perrotta, M Bonetti, ...
122020
How reliable is Facebook’s advertising data for use in social science research? Insights from a cross-national online survey
A Grow, D Perrotta, E Del Fava, J Cimentada, F Rampazzo, S Gil-Clavel, ...
MPIDR Working Papers, 2021
72021
The differential impact of physical distancing strategies on social contacts relevant for the spread of COVID-19. medRxiv
E Del Fava, J Cimentada, D Perrotta, A Grow, F Rampazzo, S Gil-Clavel, ...
Published online: May 15, 2020
72020
The Role of Vulnerability in Mediating the Relationship between Threat Perception and the Use of Face Masks in the Context of COVID-19
D Perrotta, E Del Fava, E Zagheni
Workshop Proceedings of the 15th International AAAI Conference on Web and …, 2021
22021
Spatio-temporal Analysis of Flu-related Drugs Uptake in an Online Cohort in England
D Perrotta, D Delle Vedove, C Obi, R Pebody, R Schifanella, D Paolotti
DPH2019, 2019
12019
Comparing sources of mobility for modelling the epidemic spread of Zika virus in Colombia
D Perrotta, E Frias-Martinez, A Pastore y Piontti, Q Zhang, M Luengo-Oroz, ...
PLOS Neglected Tropical Diseases 16 (7), e0010565, 2022
2022
Openness to migrate internationally for a job: evidence from LinkedIn data in Europe
D Perrotta, SC Johnson, T Theile, A Grow, H de Valk, E Zagheni
Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022
2022
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