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 MJournal: Sci AdvPMID: 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…

Near real-time surveillance of the SARS-CoV-2 epidemic with incomplete data.

Author(s): De Salazar PM, Lu F, Hay JA, Gomez-Barroso D, Fernandez-Navarro P, Martínez E, Astray-Mochales J, Amillategui R, Garcia-Fulgueiras A, Chirlaque MD, Sanchez-Migallon A, Larrauri A, Sierra MJ, Lipsitch M, Simon F, Santillana M, Hernán MAJournal: medRxivPMID: 33532788 January 2021
Designing public health responses to outbreaks requires close monitoring of population-level health indicators in real-time. Thus, an accurate estimation of…