Publications

An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time.

Author(s): Kogan NE, Clemente L, Liautaud P, Kaashoek J, Link NB, Nguyen AT, Lu FS, Huybers P, Resch B, Havas C, Petutschnig A, Davis J, Chinazzi M, Mustafa B, Hanage WP, Vespignani A, Santillana M|Journal: Sci Adv|PMID: 33674304| March 2021

Given still-high levels of coronavirus disease 2019 (COVID-19) susceptibility and inconsistent transmission-containing strategies, outbreaks have continued to emerge across the…

Real-time estimation of disease activity in emerging outbreaks using internet search information.

Author(s): Aiken EL, McGough SF, Majumder MS, Wachtel G, Nguyen AT, Viboud C, Santillana M|Journal: PLoS Comput Biol|PMID: 32804932| August 2020

Understanding the behavior of emerging disease outbreaks in, or ahead of, real-time could help healthcare officials better design interventions to…

Estimating the Early Outbreak Cumulative Incidence of COVID-19 in the United States: Three Complementary Approaches.

Author(s): Lu FS, Nguyen AT, Link NB, Lipsitch M, Santillana M|Journal: medRxiv|PMID: 32587997| June 2020

Effectively designing and evaluating public health responses to the ongoing COVID-19 pandemic requires accurate estimation of the weekly incidence of…