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Matteo Chinazzi

Associate Research Scientist

Education

Affiliations

Projects

Papers

Poirier C, Liu D, Clemente L, Ding X, Chinazzi M, Davis J, Vespignani A, Santillana M. (2020). Real-time forecasting of the COVID-19 outbreak in Chinese provinces: Machine learning approach using novel digital data and estimates from mechanistic models. Journal of medical Internet research

Aleta A, Martin-Corral D, Pastore Y Piontti A, Ajelli M, Litvinova M, Chinazzi M, Dean NE, Halloran ME, Longini IM, Merler S, Pentland A, Vespignani A, Moro E, Moreno Y. (2020). Modeling the impact of social distancing, testing, contact tracing and household quarantine on second-wave scenarios of the COVID-19 epidemic. medRxiv : the preprint server for health sciences

Chinazzi M, Davis JT, Ajelli M, Gioannini C, Litvinova M, Merler S, Pastore Y Piontti A, Rossi L, Sun K, Viboud C, Xiong X, Yu H, Halloran ME, Longini IM Jr., Vespignani A. (2020). The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak. medRxiv : the preprint server for health sciences

Liu D, Clemente L, Poirier C, Ding X, Chinazzi M, Davis JT, Vespignani A, Santillana M. (2020). A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models. ArXiv

Aleta A, Martín-Corral D, Pastore Y Piontti A, Ajelli M, Litvinova M, Chinazzi M, Dean NE, Halloran ME, Longini IM Jr., Merler S, Pentland A, Vespignani A, Moro E, Moreno Y. (2020). Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19. Nature human behaviour

Chinazzi Matteo, Davis Jessica T., Ajelli Marco, Gioannini Corrado, Litvinova Maria, Merler Stefano, Pastore y Piontti Ana, Mu Kunpeng, Rossi Luca, Sun Kaiyuan, Viboud Cécile, Xiong Xinyue, Yu Hongjie, Halloran M. Elizabeth, Longini Ira M., Vespignani Alessandro. (2020). The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak. Science

Chinazzi Matteo, Davis Jessica T, Gioannini Corrado, Litvinova Maria, Pastore Y Piontti Ana, Rossi Luca, Xiong Xinyue, Halloran M Elizabeth, Longini Ira M, Vespignani Alessandro. (2020). Preliminary assessment of the International Spreading Risk Associated with the 2019 novel Coronavirus (2019-nCoV) outbreak in Wuhan City

Sun K, Zhang Q, Pastore-Piontti A, Chinazzi M, Mistry D, Dean NE, Rojas DP, Merler S, Poletti P, Rossi L, Halloran ME, Longini IM Jr., Vespignani A. (2018). Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015-2016 ZIKV epidemic. BMC medicine, 16(1)

Zhang Q, Sun K, Chinazzi M, Pastore Y Piontti A, Dean NE, Rojas DP, Merler S, Mistry D, Poletti P, Rossi L, Bray M, Halloran ME, Longini IM Jr., Vespignani A. (2017). Spread of Zika virus in the Americas. Proceedings of the National Academy of Sciences of the United States of America, 114(22)